NCD981927502_20010731_Geigy Chemical Corporation_FRBCERCLA RA_Seasonality Evaluation-OCR

a • a • a • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
July31,2001
Geigy Chemical Corporation Site
Aberdeen, North Carolina
Committee Correspondence
Ms. Giezelie Bennett
Remedial Project Manager
USEPA Region IV, North Superfund Remedial Branch
100 Alabama Street, S.W .
SUPERFUND SECTION
Atlanta, GA 30303-3104 VIA FEDERAL EXPRESS
RE: Seasonality Evaluation
Geigy Chemical Corporation Site
Aberdeen, North Carolina
Dear Giezelie:
As discussed during our meeting of July 10, 2001, this letter presents the findings of
work conducted by the Companies to determine if downgradient area remedy
groundwater monitoring results vary on a quarterly basis due to seasonal weather and/or
evapotranspiration changes. In particular, the analysis was conducted to determine if the
proposed revision to the semi-annual monitoring schedule (i.e., conduct sampling in April
and October rather than January and July) would bias sample results. The findings of our
analysis indicate that the proposed revision to the semi-annual monitoring schedule
would not significantly bias sample results, and therefore not affect remedy decisions .
Technical Approach
Seasonality testing was conducted using alpha-, beta-, delta-and gamma-BHC
concentration data. Analytical results for the 26 Upper and Lower Black Creek aquifer
monitoring wells that are presently sampled under the remedy were evaluated using
statistical methods. Monitoring results having a high frequency of non-detect values
(e.g., results for well MW-36L) were not included in the evaluation since potential
seasonal concentration changes are not a concern in this case. Analysis of variance
(ANOV A) tests, a statistical procedure commonly used to evaluate differences between
groups of data (see EPA guidance document "Methods for Evaluating the Attainment of
Cleanup Standards, Volume 2, Groundwater, July, 1992)" were conducted to determine if
the mean (average) values of alpha-, beta-, delta-and gamma-BHC concentrations differ
from quarter to quarter. ANOVA tests were conducted using JMP (version 4.0.2)
statistical analysis software. Where ANOV A test results indicated mean BHC
concentrations differ at the 95% significance level between two quarters, the Companies
concluded that evidence for seasonal effects exists .
~· a • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Findings
Results of the ANOVA tests used to identify seasonal effects on alpha-, beta-, delta-and
gamma-BHC concentration data are presented in Attachment I. The ANOV A tests
indicate that BHC concentrations do not exhibit seasonal effects among 23 of the 26
wells that are monitored for the remedy .
The Agencies should note that two of the three wells that exhibit seasonality (MW-22D
and MW-24D) monitor groundwater quality in the Upper Black Creek aquifer, where
existing quarterly data already indicate that overall BHC concentrations have declined
under the remedy. Additionally, the remaining well that exhibits seasonality (MW-25L)
would not appreciably affect decisions made during the 5-year remedy review, since
monitoring data from the other Lower Black Creek aquifer wells will be available for
review, and because the magnitude of potential bias is relatively small .
In summary, statistical analysis of quarterly monitoring data obtained over the last three
years indicates that monitoring groundwater in the downgradient area during the second
and fourth quarters would not bias sample results for 23 of the 26 wells, and only
marginally influence results for 3 of the 26 wells. The potential sample bias at wells
MW-22D, MW-24D, and MW-25L would not impact remedy decisions. The Companies
therefore request the Agencies' approval to revise the monitoring schedule as discussed
during our meeting of July 10, 2001.
Should you have any questions regarding the enclosed information, please contact me at
[phone] .
Regards,
Garland Hilliard
Project Coordinator
/ Attachment
c: Randy McElveen (NCDENR)
T. Eggert (COM Federal Programs Corp.)
H. Moats (Syngenta)
B. Vinzant (Kaiser)
K. Rubin (Morgan, Lewis & Bockius)
H. Grubbs (WCS&R)
M. Sheehan (Pinnacle)
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
ATTACHMENT l
Note: The following data subsets eliminated from statistical testing due to a high
frequency of non-detect values:
Well ID No . Parameter(s)
MW-19D beta-BHC, delta-BHC
MW-24D delta-BHC
MW-25D alpha-BHC, beta-BHC, delta-BHC, gamma-BHC
MW-32L aloha-BHC, beta-BHC, delta-BHC, gamma-BHC
MW-34D aloha-BHC, beta-BHC. delta-BHC, gamma-BHC
MW-36L aloha-BHC, beta-BHC, delta-BHC, gamma-BHC
MW-38L aloha-BHC, beta-BHC, delta-BHC, gamma-BHC
MW-39L aloha-BHC, beta-BHC, delta-BHC, gamma-BHC
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
MW-11D
Oneway Analysis of alpha-BHC By Quarter
4-,------------,-, ""'~\--------,,""'-----:,..,_,
()
I
0)
"' .c a. <ii
3 !\
/~\\
2 i \
/ \
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
\
I \
/ . \ / \ I \ I\ 01 ·
\_/
\I .,
!
Quarter
0.277104
-0.08434
0.96133
1.766
10
Student's t
0.05
Source OF Sum of Squares
2.1255067
5.5449333
7.6704400
Mean Square
0.708502
0.924156
F Ratio Prob > F
Quarter 3
Error 6
C. Total 9
Means for Oneway Anova
Level Number
Qt 2
02 3
03 2
04 3
Mean
t.41000
t .44667
2.65000
t.73333
Std Error
0.67976
0.55502
0.67976
0.55502
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
03
04
02
01
Alpha=
0.05
03
0.00000
-0.91667
-1.20333
-1.24000
Comparisons for each pair using Student's t
t
2.44691
Abs(Dif)-LSD
03
04
02
01
03
-2.35229
-1.23067
-0.94400
-1.11229
04
0.91667
0.00000
-0.28667
-0.32333
04
-1.23067
-1.92064
-1.63397
-1.82400
0.7666 0.5530
Lower 95%
-0.2533
0.08857
0.98668
0.37524
02
1.20333
0.28667
0.00000
-0.03667
02
-0.94400
-1.63397
-1.92064
-2.11067
Upper 95%
3.0733
2.8048
4.3133
3.0914
Qt
1.24000
0.32333
0.03667
. 0.00000
01
-1.11229
-1.82400
-2.11067
-2.35229
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
0
I
CD !'! a,
"'
Oneway Anova
Summary of Fit
Asquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
Quarter
0.165753
-0.25137
5.507948
8.842
10
Student's t
0.05
Source DF
Quarter 3
Sum of Squares
36.16583
182.02493
218.19076
Mean Square
12.0553
30.3375
F Ratio
0.3974
Error 6
C. Total 9
Means for Oneway Anova
Level Number
01 2
02 3
03 2
04 3
Mean
9.7500
6.8067
12.0500
8.1333
Std Error
3.8947
3.1800
3.8947
3.1800
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanU]
03
01
04
02
Alpha=
0.05
03
0.00000
-2.30000
-3.91667
-5.24333
Comparisons for each pair using Student's t
t
2.44691
Abs(Dif)-LSD
03
01
04
02
03
-13.4775
-11.1775
-8.3865
-7.0599
01
2.30000
0.00000
-1.61667
-2.94333
01
-11.1775
-13.4775
-10.6865
-9.3599
Lower 95%
0.2200
-0.9746
2.5200
0.3521
04
3.91667
1.61667
0.00000
-1.32667
04
-8.3865
-10.6865
-11.0043
-9.6776
Positive values show pairs of means that are significantly different.
Upper 95%
19.280
14.588
21.580
15.915
Prob> F
0.7600
02
5.24333
2.94333
1.32667
0.00000
02
-7.0599
-9.3599
-9.6776
-11.0043
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
O_neway Ar:,alysi_s_ of delta-B_l:i_G_E!_y_Qua_rter
3
2.5
01
Oneway Anova
Summary of Fit
Asquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.201435
-0.19785
0.816352
1.477
10
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
1.0086267
3.9985833
5.0072100
Mean Square
0.336209
0.666431
F Ratio Prob > F
Quarter 3
Error 6
C. Total 9
Means for Oneway Anova
Level Number
01 2
02 3
03 2
04 3
Mean
1.42500
1.24667
2.10000
1.32667
Std Error
0.57725
0.47132
0.57725
0.47132
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
03
01
04
02
Alpha=
0.05
03
0.000000
-0.675
00.77333
-0.85333
Comparisons for each pair using Student's t
I
2.44691
Abs(Dif)-LSD
03
01
04
02
03
-1.99754
-1.32254
-1.05016
-0.97016
01
0.675000
0.000000
-0.09833
-0.17833
01
-1.32254
-1.99754
-1.72516
-1.64516
0.5045 0.6932
Lower 95%
0.01252
0.09339
0.68752
0.17339
04
0.773333
0.098333
0.000000
-0.08
04
·1.05016
·1.72516
-1.63099
-1.55099
Upper 95'%
2.8375
2.3999
3.5125
2.4799
02
0.853333
0.178333
0.080000
0.000000
02
-0.97016
-1.64516
-1.55099
-1.63099
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Oneway_Analysis of gaf!1_ma~BH(; _E3y Quarter
1
0.75
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.172325
-0.24151
0.310412
0.4215
10
Source OF Sum of Squares
0.12036917
0.57813333
0.69850250
Mean Square
0.040123
0.096356
F Ratio Prob > F
Quarter 3
Error 6
C. Total 9
Means for Oneway Anova
Level Number
01 2
02 3
03 2
04 3
Mean
0.320000
0.428333
0.625000
0.346667
Std Error
0.21949
0.17922
0.21949
0.17922
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
03
02
04
01
Alpha=
0.05
03
0.000000
-0.19667
-0.27833
-0.305
Comparisons tor each pair using Student's t
t
2.44691
Abs(Dif)-LSD 03
03 -0.75955
02 -0.4967
04 -0.41504
01 -0.45455
02
0.196667
0.000000
-0.08167
-0.10833
02
-0.4967
-0.62017
-0.5385
-0.58504
0.4164 0.7478
Lower 95%
-0.2171
-0.0102
0.08792
-0.0919
04
0.278333
0.081667
0.000000
-0.02667
04
-0.41504
-0.5385
-0.62017
-0.6667
Upper 95%
0.8571
0.8669
1.1621
0.7852
01
0.305000
0.108333
0.026667
0.000000
01
-0.45455
-0.58504
-0.6667
-0.75955
Positive values show pairs of means that. are significantly different.
• • • • • • • a • • • • • • • • • • • • • • • • • • • • • • • • • • • • (I
(t • 0
0
0
0 • • t) • • • • • • 1• • •
1.5
()
I co <ii 1.25 L C. <ii
01
Oneway Anova
Summary of Fit
Rsquare
Adj Asquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.092849
-0.36073
0.362855
1.124
10
Source DF Sum of Squares
0.08085667
0.78998333
0.87084000
Mean Square
0.026952
0.131664•
F Ratio Prob > F
Quarter 3
Error 6
C. Total 9
Means for Oneway Anova
Level Number
01 2
02 3
03 2
04 3
Mean
0.98000
1.23333
1.08500
1.13667
Std Error
0.25658
0.20949
0.25658
0.20949
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLiJ
02
04
03
01
Alpha=
0.05
02
0.000000
-0.09667
-0.14833
-0.25333
Comparisons for each pair using Student's t
t
2.44691
Abs(Dif)-LSD 02
02 -0.72495
04 -0.62828
03 -0.66218
01 -0.55718
04
0.096667
0.000000
-0.05167
-0.15667
04
-0.62828
-0.72495
-0.75885
-0.65385
0.2047 0.8896
Lower 95%
0.35218
0.72072
0.45718
0.62405
03
0.148333
0.051667
0.000000
-0.105
03
-0.66218
-0.75885
-0.88787
-0.78287
Upper 95%
1.6078
1.7459
1.7128
1.6493
01
0.253333
0.156667
0.105000
0.000000
01
-0.55718
-0.65385
-0.78287
-0.88787
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • ct
Cl
0
0
0
0 • • f) ., .,
e • • • • •
One_'!"ll)' An11lysis of l>~ll-El l:IC_By Ou_arter
9
8
7
0 6 /\ I (D
"' ! \ ;; 5 I .0 I I \
4 ' I
(,
'' ~ /\ I • ' / \, /u,_ /
/ '. i /
\ '\ / ~\-----/ i \ \
3 I
2 I
01 02 03
Quarter ~----,-----------------"--="--------' Oneway Anova
Student's t
0.05
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
0.187045
-0.21943
2.173962
3.97
10
Source OF
Quarter 3
Sum of Squares
6.524333
28.356667
34.881000
Mean Square
2.17478
4.72611
F Ratio
0.4602
Error 6
C. Total 9
Means for Oneway Anova
Level Number
01 2
02 3
03 2
04 3
Mean
2.75000
4.63333
3.25000
4.60000
Std Error
1.5372
1.2551
1.5372
1.2551
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
02
04
03
01
Alpha=
0.05
02
0.00000
-0.03333
-1.38333
-1.88333
Comparisons for each pair using Student's t
I
2.44691
Abs(DiD-LSD
02
04
03
01
02
-4.34335
-4.31001
-3.47268
-2.97268
04
0.03333
0.00000.
-1.35000
-1.85000
04
-4.31001
-4.34335
-3.50601
-3.00601
Lower 95%
-1.0114
1.5621
-0.5114
1.5288
03
1.38333
1.35000
0.00000
-0.50000
03
-3.47268
-3.50601
-5.31949
-4.81949
Positive values show pairs of means that are significantly different.
Upper 95%
6.5114
7.7045
7.0114
7.6712
Prob> F
0.7202
01
1.88333
1.85000
0.50000
0.00000
01
-2.97268
-3.00601
-4.81949
-5.31949
• • • • • • a • a • • • • • • • • • • • • • • • • • • • • • • • • • • • • Cl
0
0
0
0
0 • • • I)
I)
I) • • • • • •
Q!l_El_~IIY Analy~s of_delta-BHC By Quarter .
2
1.75 ,\ /-\ ' /-\ 1.5 II
(.) ; I
I i I al 1--••\ !ii 1.25
,; I "O
I
0.75 I
0.5
\-·-;
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
I I I
//
\
\
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
/\ 6 1-.-',_ I I \ I \ I
I
' I \ \
I I \ I :
03
Quarter
\ /. __
\\
\ I I
!
0.126343
-0.31049
0.526189
0.901
10
Source OF Sum of Squares
0.2402400
1.6612500
1.9014900
Mean Square
0.080080
0.276875
F Ratio Prob > F
Quarter 3
Error 6
C. Total 9
Means for Oneway Anova
Level Number
01 2
02 3
03 2
04 3
Mean
0.65500
0.98000
0.79000
1.06000
Std Error
0.37207
0.30380
0.37207
0.30380
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
04
02
03
01
Alpha=
0.05
04
0.000000
-0.08
-0.27
-0.405
Comparisons for each pair using Student's t
I
2.44691
Abs(Dif)-LSD
04
02
03
01
04
-1.05127
-0.97127
-0.90536
-0.77036
02
0.080000
0.000000
-0.19
-0.325
02
-0.97127
-1.05127
-0.98536
-0.85036
0.2892 0.8320
Lower 95%
-0.2554
0.23664
-0.1204
0.31664
03
0.270000
0.190000
0.000000
-0.135
03
-0.90536
-0.98536
-1 .28754
-1.15254
Upper 95%
1.5654
1.7234
1.7004
1.8034
01
0.405000
0.325000
0.135000
0.000000
01
-0.77036
-0.85036
-1.15254
-1 .28754
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
1.1
(.)
I (!l
"' 0.9 E E "' 0, 0.8
1---·l. I I
I 1\ '\\ 1\
\ / ·1 ' \ / \
0.7 \
I \ ; / \
I \J \ I \
\··-/ V V \;i
\ I ' \j
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.041721
-0.43742
0.168614
o.8n
10
04
Student's t
0.05
Source OF Sum of Squares
0.00742667
0.17058333
0.17801000
Mean Square
0.002476
0.028431
F Ratio Prob > F
Quarter 3
Error 6
C. Total 9
Means for Oneway Anova
Level Number
01 2
02 3
03 2
04 3
Mean
0.855000
0.906667
0.900000
0.846667
Std Error
0.11923
0.09735
0.11923
0.09735
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanUI
02
03
01
04
Alpha=
0.05
02
0.000000
-0.00667
-0.05167
-0.06
Comparisons for each pair using Student's t
t
2.44691
Abs(Dif)-LSD 02
02 -0.33687
03 -0.36997
01 -0.32497
04· -0.27687
03
0.006667
0.000000
-0.045
-0.05333
03
-0.36997
-0.41258
-0.36758
-0.3233
0.0871 0.9646
Lower 95%
0.56326
0.66846
0.60826
0.60846
01
0.051667
0.045000
0.000000
-0.00833
01
-0.32497
-0.36758
-0.41258
-0.3683
Upper 95%
1.1467
1.1449
1.1917
1.0849
04
0.060000
0.053333
0.008333
0.000000
04
-0.27687
-0.3233
-0.3683
-0.33687
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
MW-19D
Q_neYll!Y_A_n?_lys_i~ of ?lpha-Bttf _l:ly__Qu~rter
0.05
0.04
§! 0.03
(Il .:, .c
%0.02
0.01
,\ /_-~
// \
0...l...-----------~----+-------'
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.10365
·0.23248
0.013119
0.028317
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.00015921
0.00137683
0.00153604
Mean Square
0.000053
0.000172
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.033667
0.023600
0.027000
0.029000
Std Error
0.00757
0.00757
0.00757
0.00757
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
01
04
03
02
Alpha=
0.05
01
0.000000
-0.00467
-0.00667
-0.01007
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD
01
04
03
02
01
·0.0247
-0.02003
-0.01803
-0.01463
04
0.004667
0.000000
-0.002
·0.0054
04
-0.02003
-0.0247
·0.0227
·0.0193
0.3084 0.8189
Lower 95°/4,
0.01620
0.00613
0.00953
0.01153
03
0.006667
0.002000
0.000000
-0.0034
03
-0.01803
-0.0227
·0.0247
-0.0213
Upper 95%
0.05113
0.04107
0.04447
0.04647
02
0.010067
0.005400
0.003400
0.000000
02
-0.01463
·0.0193
-0.0213
·0.0247
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Q_neY1ay~n~ly_s_~~-c>tgam!TI11-~HC By Quarter
0.05
0.04
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.049733
-0.30662
0.013195
0.029792
12
04
Source DF Sum of Squares
0.00007290
0.00139283
0.00146573
Mean Square
·0.000024
0.000174
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.033333
0.029000
0.030333
0.026500
Std Error
0.00762
0.00762
0.00762
0.00762
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i}-MeanU]
01
03
02
04
Alpha=
0.05
01
0.000000
-0.003
-0.00433
--0.00683
Comparisons for each pair using Student's t
t
2.30600
Abs(DiD-LSD
01
03
02
04
01
-0.02484
-0.02184
-0.02051
-0.01801
03
0.003000
0.000000
-0.00133
-0.00383
03
-0.02184
-0.02484
-0.02351
-0.02101
0.1396 0.9335
Lower 95%
0.01577
0.01143
0.01277
0.00893
02
0.004333
0.001333
0.000000
-0.0025
02
-0.02051
-0.02351
-0.02484
-0.02234
Upper 95%
0.05090
0.04657
0.04790
0.04407
04
0.006833
0.003833
0.002500
0.000000
04
-0.01801
-0.02101
-0.02234
-0.02484
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
MW-20O
On~way -~r,_alys._is _Qf _!lp~11:l:IH,C:_ By _Quarter
0.9
\ I \ 0.6 ' \-' \/
0.5
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
' I I ' I
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.124526
·0.20378
0. t 10755
0.679167
12
04 Eac
Student's t
a.as
Source OF Sum of Squares
0.01395833
0.09813333
0.t.1209167
Mean Square
0.004653
0.012267
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.680000
0.710000
0.703333
0.623333
Std Error
0.06394
0.06394
0.06394
0.06394
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean{i]-MeanLi)
02
03
Qt
04
Alpha=
0.05
02
0.000000
-0.00667
-0.03
-0.08667
Comparisons for each pair using Student's t
t
2.30600
Abs(Diij-LSD 02
02 -0.20853
03 -0.20187
Qt -0. t 7853
04 -0.12187
03
0.006667
0.000000
-0.02333
-0.08
03
-0.20187
-0.20853
-0.1852
-0. 12853
0.3793 0.7707
Lower 95%
0.53254
0.56254
0.55588
0.47588
Qt
0.030000
0.023333
0.000000
-0.05667
Qt
-0. 17853
-0.1852
-0.20853
-0.15187
Upper 95%
0.82746
0.85746
0.85079
0.77079
04
0.086667
0.080000
0.056667
·0.000000
04
-0. 12187
-0.12853
-0.15187
-0.20853
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Onew~y-~~a!Y!iS of beta_:B_!:lC::_i:!Y_91J_!l_~!lr _
0.8
0.7
(J 0.6 I aJ
<i, a; 0.5 .c \, / \ /\., /t:==-
\ !'' /\, /1
0.4 \ \ ;''\/\ \---/ \ \ \•/ I / I• , I v D 'I \7
01 02 03 04
Quarter
Oneway Anova
Summary of Fit
Asquare
Adj Rsquare
0.013419
-0.35655
0.173925
0.515833
12
Student's t
0.05
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
Source OF Sum of Squares
0.00329167
0.24200000
0.24529167
Mean Square
0.001097
0.030250
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.543333
0.513333
0.500000
0.506667
Std Error
0.10042
0.10042
0.10042
0.10042
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanU]
01
02
04
03
Alpha=
0.05
01
0.000000
-0.03
-0.03667
-0.04333
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 01
01 -0.32747
02 -0.29747
04 -0.29081
03 -0.28414
02
0.030000
0.000000
-0.00667
-0.01333
02
-0.29747
-0.32747
-0.32081
-0.31414
0.0363 0.9900
Lower 95%
0.31177
0.28177
0.26844
0.27511
04
0.036667
0.006667
0.000000
-0.00667
04
-0.29081
-0.32081
-0.32747
-0.32081
Upper 95%
0.77489
0.74489
0.73156
0.73823
03
0.043333
0.013333
0.006667
0.000000
03
-0.28414
-0,31414
-0.32081
-0.32747
Positive values show pairs at means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Q_neway Analysis of deltii-BHC By Quarter
1.2
1.1 /\
,,.P\ 0 I
I '. I
CI) I I 1'l I \ I ..\ a; 0.9 ,, \ I \
I / 0.8 \_:_ ... /
\ I
0.7 \/
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
I
\
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
/.\ _,_,
1,i
\ / '
02
,,
/"'. ,-, ' ' \ ' ' I \ \ I '. ' ' \/ ' II I ' I I I ' / \ I ; \ '
;
\•-: '. ,.; \ ' \
03
Quarter
0. t 68103
·0. 14386
0.144597
0.896667
12
04 Each Pair
Sttro<"'1:l;..t...,,,,-
0.05
Source OF Sum of Squares
0.03380000
0. 16726667
0.20106667
Mean Square
0.011267
0.020908
F Ratio Prob > F
Quarter 3
Error B
C. Total t 1
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.896667
0.940000
0.940000
0.810000
Std Error
0.08348
0.08348
0.08348
0.08348
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
03
02
01
04
Alpha=
0.05
03
0.000000
0.000000
-0.04333
-0.13
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD 03
03 -0.27225
02 -0.27225
01 -0.22892
04. -0.14225
02
0.000000
0.000000
-0.04333
-0.13
02
-0.27225
-0.27225
-0.22892
-0.14225
0.5389 0.6688
Lower 95%
0.70415
0.74749
0.74749
0.61749
01
0.043333
0.043333
0.000000
-0.08667
01
-0.22892
-0.22892
-0.27225
-0.18559
Upper 95%
t.0892
1.1325
1.1325
1.0025
04
0.130000
0.130000
0.086667
0.000000
04
-0.14225
-0.14225
-0.18559
-0.27225
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
q11~~~y-~n_ajysJ_5._c>f gamma-BfiC !:IX Quarter
0.9
,\ / \
0.8 ; \ ;-',
I \ ~-~-\ (.) I \ I . \
"' ' "' 0.7 / E --.--E ' ; ' "' "' \·; 0.6 ~
\/
0.5
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
I
; ;
I /
' '
Root Mean Square Error
Mean of Response
Obseivations (or Sum Wgts)
Analysis of Variance
'-----' ' . ' ';
02
;·\
\ /~ \ I I ,< ; \
\
\
Quarter
\ \
I I ' ' I ' V \
03
\ \
0.233345
-0.05415
0.095699
0.691667
12
/\ _,_,
I
\ ';:--/
\•/
04
\
I I ;
Each Pair
Student's t
0.05
Source OF Sum of Squares
0.02230000
0.07326667
0.09556667
Mean Square
0.007433
0.009158
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.686667
0.733333
0.723333
0.623333
Std Error
0.05525
0.05525
0.05525
0.05525
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanUI
02
03
01
04
Alpha=
0.05
02
0.000000
-0.01
-0.04667
-0.11
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 02
02 -0.18019
03 -0.17019
01 -0.13352
04 -0.07019
03
0.010000
0.000000
-0.03667
-0.1
03
-0.17019
-0.18019
-0.14352
-0.08019
0.8116 0.5223
Lower 95%
0.55926
0.60592
0.59592
0.49592
01
0.046667
0.036667
0.000000
-0.06333
01
-0.13352
-0.14352
-0.18019
-0.11685
Upper 95%
0.81408
0.86074
0.85074
0.75074
04
0.110000
0.100000
0.063333
0.000000
04
-0.07019
-0.08019
-0.11685
-0.18019
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
MW-22D
()neway_A1111ly~s_o_falpha-BHC By Qu_arter
0.8
0.7 )\, /\
u 0.6 I \ ,-,
I \ . \
CD , I \\ "' .c /1 '
0. 0.5 I I <ii .
\--/ \ I I \:; ' 0.4 ~i (
\
01 02
Quarter
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
6
6._, /.\
03
\ . !' , \ I , / v
0.352227
0.109312
0.107238
0.4775
12
04
0.05
Source DF Sum of Squares
0.05002500
0.09200000
0.14202500
Mean Square
0.016675
0.011500
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.553333
0.523333
0.390000
0.443333
Std Error
0.06191
0.06191
0.06191
0.06191
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanU]
01
02
04
03
Alpha=
0.05
01
0.000000
-0.03
-0.11
-0.16333
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 01
01 -0.20191
02 -0.17191
04 -0.09191
03 -0.03858
02
0.030000
0.000000
·0.08
-0.13333
02
-0.17191
-0.20191
-0.12191
·0.06858
1.4500 0.2991
Lower 95'%
0.41056
0.38056
0.24723
0.30056
04
0.110000
0.080000
0.000000
-0.05333
04
-0.09191
-0.12191
·0.20191
-0.14858
Upper 95%
0.69611
0.66611
0.53277
0.58611
03
0.163333
0.133333
0.053333
0.000000
03
-0.03858
-0.06858
-0.14858
-0.20191
Positive values show pairs of means that are significantly different.
a • • • • a a a • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Oneway Analysis of beta-BHC By Quarter
0.65
0.6
0.55
0 I 0.5 (!)
"' ~ 0.45
0.4
0.35
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.680927
0.561275
0.058666
0.424167
12
04
0.05
Source OF Sum of Squares
0.05875833
0.02753333
0.08629167
Mean Square
0.019586
0.003442
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.533333
0.423333
0.340000
0.400000
Std Error
0.03387
0.03387
0.03387
0.03387
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanU]
01
02
04
03
Alpha=
0.05
01
0.000000
-0.11
-0.13333
-0.19333
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD 01
01 -0.11046
02 -0.00046
04 0.022875
03 0.082875
02
0.110000
0.000000
-0.02333
-0.08333
02
-0.00046
-0.11046
-0.08713
-0.02713
5.6909 0.0220
Lower 95%
0.45523
0.34523
0.26189
0.32189
04
0.133333
0.023333
0.000000
-0.06
04
0.022875
-0.08713
-0.11046
-0.05046
Upper 95%
0.61144
0.50144
0.41811
0.47811
03
0.193333
0.083333
0.060000
0.000000
03
0.082875
-0.02713
-0.05046
-0.11046
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •• • 1: •
Clr,__e_w11y__>\nalysi~ <:>fdelta-E3_HC E3_y ()u11rte_r: _ 1~-----------------,-------,
0.9
0 0.8 :,:
al ii a; 0.7 "
0.6
0.5
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.645492
0.512551
0.084902
0.666667
12
04
Studen st
0.05
Source OF Sum of Squares
0.10500000
0.05766667
0.16266667
Mean Square
0.035000
0.007208
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.813333
0.656667
0.553333
0.643333
Std Error
0.04902
0.04902
0.04902
0.04902
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-Meanu]
01
02
04
03
Alpha=
0.05
01
0.000000
-0.15667
-0.17
-0.26
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD
01
02
04
03
01
-0.15986
-0.00319
0.010143
0.100143
02
0.156667
0.000000
-0.01333
-0.10333
02
-0.00319
-0.15986
-0.14652
-0.05652
4.8555 0.0329
Lower 95%
0.70030
0.54363
0.44030
0.53030
04
0.170000
0.013333
0.000000
-0.09
04
0.010143
-0.14652
-0.15986
-0.06986
Upper 95%
0.92637
0.76970
0.66637
0.75637
03
0.260000
0.103333
0.090000
0.000000
03
0.100143
-0.05652
-0.06986
-0.15986
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
One~ay~nalysis o_f gamma~!!_liC:13y Quarter
0.8
0.7
Oneway Anova
Summary of Fit
Asquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum WgtS)
Analysis of Variance
0.284246
0.015838
0.123119
0.4275
12
Source OF Sum of Squares
0.04815833
0.12126667
0.16942500
Mean Square
0.016053
0.015158
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.503333
0.473333
0.346667
0.386667
Std Error
0.07108
0.07108
0.07108
0.07108
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLJ]
01
02
04
03
Alpha=
0.05
01
0.000000
-0.03
-0.11667
-0.15667
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 01
01 -0.23181
02 ·0.20181
04 -0.11515
03' ·0.07515
02
0.030000
0.000000
-0.08667
-0.12667
02
-0.20181
-0.23181
-0.14515
-0.10515
1 .0590 0.4186
Lower 95%
0.33942
0.30942
0.18275
0.22275
04
0.116667
0.086667
0.000000
-0.04
04
-0.11515
-0.14515
-0.23181
·0.19181
Upper 95%
0.66725
0.63725
0.51058
0.55058
03
0.156667
0.126667
0.040000
0.000000
03
-0.07515
-0.10515
-0.19181
·0.23181
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
MW-22L
On!!way Analy§isof alpha-BHC By_Quarter _
4.5
4
2.5
2-'----~----,-----,-----t------~
o1
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.065976
-0.28428
0.763217
3.358333
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.3291667
4.6600000
4.9891667
Mean Square
0.109722
0.582500
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
3.33333
3.26667
3.63333
3.20000
Std Error
0.44064
0.44064
0.44064
0.44064
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
03
01
02
04
Alpha=
0.05 .
03
0.000000
-0.3
-0.36667
-0.43333
Comparisons for each pair using Student's t
t
2.30600
Abs(Dit)-LSD
03
01
02
04
03
-1.43702
-1.13702
-1.07035
-1.00369
o1
0.300000
0.000000
-0.06667
-0.13333
o1
-1.13702
-1.43702
-1.37035
-1 .30369
0.1884 0.9014
Lower95%
2.3172
2.2505
2.6172
2.1839
02
0.366667
0.066667
0.000000
-0.06667
02
-1.07035
-1 .37035
-1 .43702
-1.37035
Upper 95%
4.3495
4.2828
4.6495
4.2161
04
0.433333
0.133333
0.066667
0.000000
04
-1.00369
-1.30369
-1.37035
-1.43702
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
O_n~"'.'!IY_~.!!!ysis of beta:_B_H<:: By_ Qua_rter
2.75
2.5
1.5
1.25...J....---~--------~----1------....J
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response ,
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.075405
-0.27132
0.369685
1.925
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.0891667
1.0933333
1.1825000
Mean Square
0.029722
0.136667
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
1.90000
1.83333
2.06667
1.90000
Std Error
0.21344
0.21344
0.21344
0.21344
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i)-MeanLi]
03
04
01
02
Alpha=
0.05
03
0.000000
-0.16667
-0.16667
--0.23333
Comparisons for each pair using Student's t
t
2.30600
Abs(DiD-LSD 03
03 -0.69606
04 -0.52939
01 -0.52939
02 -0.46273
04
0.166667
0.000000
-2.2e-16
-0.06667
04
-0.52939
-0.69606
-0.69606
-0.62939
0.2175 0.8816
Lower 95%
1.4078
1.3411
1.5745
1.4078
01
0.166667
0.000000
0.000000
-0.06667
01
-0.52939
-0.69606
-0.69606
-0.62939
Upper 95%
2.3922
2.3255
2.5589
2.3922
02
0.233333
0.066667
0.066667
0.000000
02
-0.46273
-0.62939
-0.62939
-0.69606
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
On_!!~_ay i\nalysis_~_~lllta-BHC By Qua[!er
4
3.5
(.)
I a, 3 ;ii
'" -0
2.5
2
01
Oneway Anova
Summary of Fit
Asquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.154348
-0.16277
0.569356
2.966667
12
04 Each Pair
Student's t
0.05
Source OF
Quarter 3
Sum of Squares
0.4733333
2.5933333
3.0666667
Mean Square
0.157778
0.324167
F Ratio
0.4867
Prob> F
0.7009
Error 8
C. Total 11
Means for Oneway Anova
Level Number Mean Std Error
01 3 2.93333 0.32872
02 3 2.83333 0.32872
03 3 3.30000 0.32872
04 3 2.80000 0.32872
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
03
01
02
04
Alpha=
0.05
03
0.000000
-0.36667
-0.46667
-0.5
Coniparisons tor each pair using Student's t
I
2.30600
Abs(Dif)-LSD 03
03 -1.07201
01 . -0.70534
02 -0.60534
04 -0.57201
01
0.366667
0.000000
-0.1
·0.13333
01
-0.70534
·1.07201
-0.97201
·0.93868
Lower 95'%
2.1753
2.0753
2.5420
2.0420
02
0.466667
0.100000
0.000000
·0.03333
02
-0.60534
·0.97201
·1.07201
-1.03868
Positive values show pairs of means that are significantly different .
Upper 95%
3.6914
3.5914
4.0580
3.5580
04
0.500000
0.133333
0.033333
0.000000
04
-0.57201
-0.93868
·1.03868
-1.07201
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
One-.vay An_~ysis ~f_ g_a_rnm_a_:El_ti£_ Ely Qu_a_rter_
()
I co
<i, E E ro "'
4
3.5
2.5
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.084723
-0.25851
0.646142
3.008333
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.3091667
3.3400000
3.6491667
Mean Square
0.103056
0.417500
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
3.00000
2.93333
3.26667
2.83333
Std Error
0.37305
0.37305
0.37305
0.37305
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
03
01
02
04
Alpha=
0.05
03
0.000000
-0.26667
-0.33333
-0.43333
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 03
03 -1.21659
01 -0.94992
02 -0.88325
04 -0.78325
01
0.266667
0.000000
-0.06667
-0.16667
01
-0.94992
-1.21659
-1.14992
-1.04992
0.2468 0.8614
Lower 95%
2.1397
2.0731
2.4064
1.9731
02
0.333333
0.066667
0.000000
-0.1
02
-0.88325
-1.14992
-1.21659
-1.11659
Upper 95%
3.8603
3.7936
4.1269
3.6936
04
0.433333
0.166667
0.100000
0.000000
04
-0.78325
-1 .04992
-1.11659
-1.21659
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
MW-23D
Oneway ~nalysis _of alpha-BHG_ By O1!11rler
0.375
/'\ ,-. 0.35
(.)
I
CD ro 0.325 // '\
.c a. <ii
--•--,,
0.3
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
/ ,'
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
Quarter
0.076923
-0.26923
0.029155
0.311667 . 12
Student's t
0.05
Source OF Sum of Squares
0.00056667
0.00680000
0.00736667
M0an Square
0.000189
0.000850
F Ratio Prob > F
Quarter 3
Error 8
C. Totat 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.320000
0.306667
0.316667
0.303333
Std Error
0.01683
0.01683
0.01683
0.01683
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
01
03
02
04
Alpha=
0.05
01
0.000000
-0.00333
-0.01333
-0.01667
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD
01
03.
02
04
01
-0.05489
-0.05156
-0.04156
-0.03823
03
0.003333
0.000000
-0,01
-0.01333
03
-0.05156
-0.05489
-0.04489
-0.04156
0.2222 0.8783
Lower 95%
0.28118
0.26785
0.27785
0.26452
02
0.013333
0.010000
0.000000
-0.00333
02
-0.04156
-0.04489
-0.05489
-0.05156
Upper 95%
0.35882
0.34548
0.35548
0.34215
04
0.016667
0.013333
0.003333
0.000000
04
-0.03823
-0.04156
-0.05156
-0.05489
Positive values show pairs of means that are significantly different.
• • • • • tit • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Or1e_w11y_!\nalyi;!!I <>_f~e_ta-B HC l'ly Quarter
0.22
Oneway Anova
Summary of Fit
Rsquare
Adj Asquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
Quarter
0.140625
-0.18164
0.021409
0.173333
12
Student's t
0.05
Source DF Sum of Squares
0.00060000
0.00366667
0.00426667
Mean Square
0.000200
0.000458
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.180000
0.163333
0.180000
0.170000
Std Error
0.01236
0.01236
0.01236
0.01236
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
01
03
04
02
Alpha=
0.05
01
0.000000
0.000000
-0.01
-0.01667
Comparisons for each pair using Student's t
I
2.30600
Abs(DiD-LSD 01
01 -0.04031
03 -0.04031
04 -0.03031
02 -0.02364
03
0.000000
0.000000
-0.01
-0.01667
03
-0.04031
-0.04031
-0.03031
-0.02364
0.4364 0.7331
Lower 95%
0.15150
0.13483
0.15150
0.14150
04
0.010000
0.010000
0.000000
-0.00667
04
-0.03031
-0.03031
-0.04031
-0.03364
Upper 95%
0.20850
0.19184
0.20850
0.19850
02
0.016667
0.016667
0.006667
0.000000
02
-0.02364
-0.02364
-0.03364
-0.04031
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Oneway Analysis of_delta-BHC By Quarter
0.085
0.08 '\ /\ , \ IL· I"-----\, o.o?s l~ \ \ ~ I\/: \I \ ~ 0.07 // \,\ / . f-' ___ __c "' '\ , i ' I
'C \ / \ / \ / I
0.065 \_~_/ \~/ \_i/ /
0.06 \/ \
\ /
0.055.L----------------'--i>.------,t.J
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
02
Quarter
03
0.274645
0.002637
0.007182
0.067417
12
04
Student's t
0.05
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
Source OF Sum of Squares
0.00015625
0.00041267
0.00056892
Mean Square
0.000052
0.000052
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.068333
0.069333
0.070667
0.061333
Std Error
0.00415
0.00415
0.00415
0.00415
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
03
02
01
04
Alpha=
0.05
03
0.000000
-0.00133
-0.00233
-0.00933
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 03
03 -0.01352
02 -0.01219
Qt -0.01119
04 -0.00419
02
0.001333
0.000000
-0.001
-0.008
02
-0.01219
-0.01352
-0.01252
-0.00552
1.0097 0.4373
Lower 95%
0.05877
0.05977
0.06110
0.05177
01
0.002333
0.001000
0.000000
-0.007
01
-0.01119
-0.01252
-0.01352
-0.00652
Upper 95%
0.07790
0.07890
0.08023
0.07090
04
0.009333
0.008000
0.007000
0.000000
04
-0.00419
-0.00552
-0.00652
-0.01352
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
()n_ew~y Analysi_s of g11mma:_BHC_ By Quarter .
0.25~-----------------,--------,
0.125-'----~----,----~----f-------'
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.432099
0.219136
0.023979
0.195
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.00350000
0.00460000
0.00810000
Mean Square
0.001167
0.000575
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.206667
0.196667
0.210000
0.166667
Std Error
0.01384
0.01384
0.01384
0.01384
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=MeanjiJ•MeanLi]
03
01
02
04
Alpha=
0.05
03
0.000000
·0.00333
·0.01333
·0.04333
Comparisons for each pair using Student's t
t
2.30600
Abs(DiD·LSD 03
03 ·0.04515
01 ·0.04182
02 ·0.03182
04 ·0.00182
01
0.003333
0.000000
·0.01
·0.04
01
·0.04182
·0.04515
·0.03515
·0.00515
2.0290 0.1884
Lower 95%
0.17474
0.16474
0.17807
0.13474
02
0.013333
0.010000
0.000000
·0.03
02
·0.03182
·0.03515
·0.04515
·0.01515
Upper 95%
0.23859
0.22859
0.24193
0.19859
04
0.043333
0.040000
0.030000
0.000000
04
·0.00182
·0.00515
·0.01515
·0.04515
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
MW-24D
Onl!'!'.'~Y Analysis of alp_ha:EIHC By QlJar!_er
0.07
0.06 1\ .
/ \ /\ ;:_, i:\ , ___ \
\ //\\ 0 0.05 / \ I \ , , . I \ I / CD \ I "'0.04 ' , \ /\ I .c \ I • Q_ \_ \ . , <ii ;\ D \_ _____ / \,/ 0.03 \/ \/ ~~\ V
0.02
0.01
01
Oneway Anova
Summary of Fit
Asquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
\ I
0.508006
0.323508
0.013232
0.035583
12
04
0.05
Source OF Sum of Squares
0.00144625
0.00140067
0.00284692
Mean Square
0.000482
0.000175
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.043667
0.040667
0.041333
0.016667
Std Error
0.00764
0.00764
0.00764
0.00764
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
01
03
02
04
Alpha=
0.05
01
0.000000
-0.00233
-0.003
-0.027
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD
01
03
02
04
01
-0.02491
-0.02258
-0.02191
0.002086
03
0.002333
0.000000
-0.00067
-0.02467
03
-0.02258
-0.02491
-0.02425
-0.00025
2.7535 0.1121
Lower 95'%
0.02605
0.02305
0.02372
-0.0009
02
0.003000
0.000667
0.000000
-0.024
02
-0.02191
-0.02425
-0.02491
-0.00091
Upper 95%
0.06128
0.05828
0.05895
0.03428
04
0.027000
0.024667
0.024000
0.000000
04
0.002086
-0.00025
-0.00091
-0.02491
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Onew~y-~na_ly_si_!l _ _<?f_ beta-Bi:tC_ By_Ouarter
0.05
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.569959
0.408693
0.009647
0.028958
12
04 Each Pair
dent's t
0.05
Source DF Sum of Squares
0.00098673
0.00074450
0.00173123
Mean Square
0.000329
0.000093
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.031667
0.040000
0.029333
0.014833
Std Error
0.00557
0.00557
0.00557
0.00557
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
02
01
03
04
Alpha=
0.05
02
0.000000
·0.00833
·0.01067
-0.02517
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 02
02 ·0.01816
01 -0.00983
03 -0.0075
04 0.007003
01
0.008333
0.000000
-0.00233
-0.01683
01
-0.00983
·0.01816
-0.01583
-0.00133
3.5343 0.0681
Lower 95%
0.01882
0.02716
0.01649
0.00199
03
0.010667
0.002333
0.000000
-0.0145
03
·0.0075
-0.01583
-0.01816
·0.00366
Upper 95%
0.04451
0.05284
0.04218
0.02768
04
0.025167
0.016833
0.014500
0.000000
04
0.007003
-0.00133
-0.00366
·0.01816
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
c:>_ne....,ay_ Analy~is <lf g<1r11r11_a-BH<:: By Quarter
0.06~-----------------~-----~
0.05 /\
.'~ ' I \ u 0.04 I
I I
(D
~ 0.03 /
' I E ro 'd °' 0.02 '✓
0.01
0
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Otr · •Jns {or Sum Wgts)
..;is of Variance
I
• I v
02
Quarter
03
0.386917
0.157011
0.013896
0.0298
12
04 EaC11-"411<----
Student's t
0.05
o DF Sum of Squares
0.00097491
0.00154477
0.00251968
Mean Square
0.000325
0.000193
F Ratio Prob > F
:..f!er 3
,ror 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.035000
0.036667
0.033200
0.014333
Std Error
0.00802
0.00802
0.00802
0.00802
Std Error uses a pooled estimate of error variance
Means Comparisons ·
Dif,Mean[i]-MeanLi]
02
01
03
04
Alpha,
0.05
02
0.000000
·0.00167
·0.00347
-0.02233
Comparison~ for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 02
02 -0.02616
01 ·0.0245
03 -0.0227
04 -0.00383
01
0.001667
0.000000
·0.0018
·0.02067
01
-0.0245
·0.02616
-0.02436
-0.0055
1 .6829 0.2471
Lower 95%
0.01650
0.01817
0.01470
-0.0042
03
0.003467
0.001800
0.000000
-0.01887
03
-0.0227
-0.02436
-0.02616
-0.0073
Upper 95%
0.05350
0.05517
0.05170
0.03283
04
0.022333
0.020667
0.018867
0.000000
04
·0.00383
·0.0055
·0.0073
·0.02616
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
MW-25L
One~11y_ Analy~i!;_!)f alpha:BH(:_ _By _Quarter
c:,
I C!l
3.75 /
I
\ \ 3.5 \ \ ~-\/
I '
\ \
I I I
\ \
<i, 3.25 \
.c a. <ii
3
2.75
01
Oneway Anova
Summary of Fit
Asquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
\ __ ,
\,I
02
'' I I \ I \
Quarter
I \ ,1-, I ' \ / \ \-·/ \,~/ I
03
\ \
0.490494
0.29943
0.236291
3.383333
12
I
I \ . . ___,
\ / ,,
04 Each Pair
Student's t
0.05
Source DF Sum of Squares
0.43000000
0.44666667
0.87666667
Mean Square
0.143333
0.055833
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
3.63333
3.40000
3.40000
3.10000
Std Error
0.13642
0.13642
0.13642
0.13642
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean(i]-MeanU]
01
02
03
04
Alpha=
0.05
01
0.000000
·0.23333
·0.23333
·0.53333
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 01
01 -0.4449
02 -0.21157
03 -0.21157
04 0.088435
02
0.233333
0.000000
0.000000
-0.3
02
-0.21157
-0.4449
·0.4449
-0.1449
2.5672 0.1273
Lower 95%
3.3187
3.0854
3.0854
2.7854
03
0.233333
0.000000
0.000000
-0.3
03
-0.21157
·0.4449
-0.4449
·0.1449
Upper 95%
3.9479
3.7146
3.7146
3.4146
04
0.533333
0.300000
0.300000
0.000000
04
0.088435
-0.1449
-0.1449
-0.4449
Positive values show pairs of means that are significantly different.
a a a a a a a a • • • a a • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
C>ne_way Analysj_s of _b(!la-BHC By Qua!ler
0.75~-----------------,-------,
0.7
~ 0.65
"' J'l i 0.6
0.55
Oneway Anova
Summary of Fit
Asquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
Quarter
0.281496
0.012057
0.055151
0.586667
12
Student's t
0.05
Source OF Sum of Squares
0.00953333
0.02433333
0.03386667
Mean Square
0.003178
0.003042
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.633333
0.583333
0.570000
0.560000
Std Error
0.03184
0.03184
0.03184
0.03184
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi)
01
02
03
04
Alpha=
0.05
01
0.000000
·0.05
·0.06333
-0.07333
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD
01
02
03
04
01
·0.10384
-0.05384
·0.04051
·0.03051
02
0.050000
0.000000
-0.01333
·0.02333
02
·0.05384
-0.10384
·0.09051
-0.08051
1.0447 0.4239
Lower 95%
0.55991
0.50991
0.49657
0.48657
03
0.063333
0.013333
0.000000
-0.01
03
·0.04051
-0.09051
-0.10384
·0.09384
Upper 95%
0.70676
0.65676
0.64343
0.63343
04
0.073333
0.023333
0.010000
0.000000
04
-0.03051
·0.08051
-0.09384
-0.10384
Positive values show pairs of means that are significantly different.
a a a a a a a a a a • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • 0
0
OneW!!Y_~r,aly~_i_s of _cl_~!ta-~t-lC By Q_'!arler
1.4
A 1.3 / . "' / '
1.2 u I '\,----c' CD \,-J'l 1.1
Qi "'
0.9
0.8
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
,
/
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.548601
0.379326
0.096047
1.129167
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.08969167
0.07380000
0.16349167
Mean Square
0.029897
0.009225
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
1 .23333
1.16667
1.12000
0.99667
Std Error
0.05545
0.05545
0.05545
0.05545
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
01
02
03
04
Alpha=
0.05
01
0.000000
-0.06667
-0.11333
-0.23667
Comparisons for each pair using Student's t
t
2.30600
Abs(DiD·LSD 01
01 -0.18084
02 -0.11417
03 -0.06751
04 0.055825
02
0.066667
0.000000
-0.04667
-0.17
02·
-0.11417
-0.18084
-0.13417
-0.01084
3.2409 0.0815
Lower 95%
1.1055
1.0388
0.9921
0.8688
03
0.113333
0.046667
0.000000
-0.12333
03
-0.06751
-0.13417
-0.18084
-0.05751
Upper 95%
1.3612
1.2945
1.2479
1.1245
04
0.236667
0.170000
0.123333
0.000000
04
0.055825
-0.01084
-0.05751
-0.18084
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • C, •
On~w__l!y _An_l!!Y~i~_f_91!"!m.l!.:_BHC By Quarter
3.25
3 '
0 \ ' I \ .. ---f I co
~ 2.75 V
E ro O>
2.5
2.25
01
Oneway Anova
Summary of Fit
Rsquare
Adj Asquare
/ I ,
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.450199
0.244024
0.239792
2.816667
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.37666667
0.46000000
0.83666667
Mean Square
0.125556
0.057500
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
3.06667
2.80000
2.83333
2.56667
Std Error
0.13844
0.13844
0.13844
0.13844
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean{i)-MeanLi]
01
03
02
04
Alpha=
0.05
01
0.000000
-0.23333
-0.26667
-0.5
Comparisons for each pair using Student's t
I
2.30600
Abs(Dit)-LSD 01
01 -0.45149
03 ·0.21816
02 ·0.18482
04 0.048510
03
0.233333
0.000000
-0.03333
-0.26667
03
-0.21816
-0.45149
-0.41816
·0.18482
2.1836 0.1678
Lower 95%
2.7474
2.4807
2.5141
2.2474
02
0.266667
0.033333
0.000000
-0.23333
02
-0.18482
-0.41816
-0.45149
-0.21816
Upper 95%
3.3859
3.1193
3.1526
2.8859
04
0.500000
0.266667
0.233333
0.000000
04
0.048510
-0.18482
-0.21816
-0.45149
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • ,.
MW-260
O_neway_p.nalysi_!l_ ~f alp_ha-BH_C By_ Quarter
0.07
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
Quarter
0.108649
·0.22561
0.018356
0.029125
12
0.05
Source OF Sum of Squares
0.00032856
0.00269550
0.00302406
Mean Square
0.000110
0.000337
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.037333
0.024333
0.030000
0.024833
Std Error
0.01060
0.01060
0.01060
0.01060
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i[-MeanLi]
01
03
04
02
Alpha=
0.05
01
0.000000
·0.00733
·0.0125
·0.013
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD 01
01 ·0.03456
03 ·0.02723
04 ·0.02206
02 -0.02156
03
0.007333
0.000000
-0.00517
-0.00567
03
·0.02723
-0.03456
-0.02939
-0.02889
0.3250 0.8075
Lower 95%
0.01289
·0.0001
0.00556
0.00039
04
0.012500
0.005167
0.000000
·0.0005
04
-0.02206
-0.02939
·0.03456
·0.03406
Upper 95%
0.06177
0.04877
0.05444
0.04927
02
0.013000
0.005667
0.000500
0.000000
02
-0.02156
-0.02889
-0.03406
-0.03456
Positive values show pairs of means that are significantly different.
• • • • • a • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • G
G
9ne~~Y An~ly~i~_.<>f l:>eta•B!:tC_ Ely_ Quarter
0.07
Oneway Anova
Summary of Fit
Asquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
Quarter
0.147464
-0.17224
0.016678
0.02875
12
0.05
Source OF Sum of Squares
0.00038492
0.00222533
0.00261025
Mean Square
0.000128
0.000278
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.037000
0.023667
0.031000
0.023333
Std Error
0.00963
0.00963
0.00963
0.00963
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
01
03
02
04
Alpha=
0.05
01
0.000000
-0.006
-0.01333
--0.01367
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD 01
01 -0.0314
03 -0.0254
02 -0.01807
04 -0.01774
03
0.006000
0.000000
-0.00733
-0.00767
03
-0.0254
-0.0314
-0.02407
-0.02374
0.4613 0.7170
Lower 95%
0.01479
0.00146
0.00879
0.00113
02
0.013333
0.007333
0.000000
-0.00033
02
-0.01807
-0.02407
-0.0314
-0.03107
Upper 95%
0.05921
0.04587
0.05321
0.04554
04
0.013667
0.007667
0.000333
0.000000
04
-0.01774
-0.02374
-0.03107
-0.0314
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Qnev.-ay_~11alysis of_ delta-BHC By_ Qu~rter_
0.05
0.04 /\
0.01
01
Oneway Anova
Summary of Fit
Rsquare
Adj Asquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.160887
-0.15378
0.011108
0.017658
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.00018927
0.00098714
0.00117641
Mean Square
0.000063
0.000123
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.024333
0.014667
0.017000
0.014633
Std Error
0.00641
0.00641
0.00641
0.00641
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanU]
01
03
02
04
Alpha=
0.05
o1
0.000000
-0.00733
-0.00967
-0.0097
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 01
o1 -0.02092
03 -0.01358
02 -0.01125
04 -0.01122
03
0.007333
0.000000
-0.00233
-0.00237
03
-0.01358
-0.02092
-0.01858
-0.01855
0.5113 0.6856
Lower 95%
0.00954
-0.0001
0.00221
-0.0002
02
0.009667
0.002333
0.000000
-0.00003
02
-0.01125
-0.01858
-0.02092
-0.02088
Upper 95%
0.03912
0.02946
0.03179
0.02942
04
0.009700
0.002367
0.000033
0.000000
04
-0.01122
-0.01855
-0.02088
-0.02092
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Oneway~nalysis of gamma-BHC By Quarter .. _
0.1
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
0.126917
·0.20049
0.01919
0.05625
12
Source OF Sum of Squares
0.00042825
0.00294600
0.00337425
Mean Square
0.000143
0.000368
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.065000
0.048667
0.057667
0.053667
Std Error
0.01108
0.01108
0.01108
0.01108
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanU]
01
03
04
02
Alpha= .
0.05
01
0.000000
-0.00733
-0.01133
-0.01633
Comparisons for each pair using Student's t
t
2.30600
Abs(DiD-LSD 01
01 -0.03613
03 -0.0288
04 -0.0248
02 -0.0198
03
0.007333
0.000000
·0.004
-0.009
03
·0.0288
-0.03613
-0.03213
-0.02713
0.3876 0.7651
Lower 95'%
0.03945
0.02312
0.03212
0.02812
04
0.011333
0.004000
0.000000
-0.005
04
-0.0248
-0.03213
-0.03613
-0.03113
Upper 95%
0.09055
0.07422
0.08322
0.07922
02
0.016333
0.009000
0.005000
0.000000
02
·0.0198
-0.02713
-0.03113
-0.03613
Positive values show pairs of means that are significantly different.
• • • • • <it • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • I• • • • • • •
MW-27L
Qr,eway An1:1ly~!i ofi:i_lp_!,_a-BHC By Quarter
13
12 //-'),\ I:\
,_
L~\ ;-\ I \ ,
() I / \ I \ ,
11 ,
I / \ \ / a:, ',
"' \ /' \ "' I "-I \
L__\, , \ I
I \-----l
\\-/I \ : I 10 \ I -,;; I \ -. '7 \/ ~-\----/ \✓ ,_/
9
8_j__---~---~----r-------+------------'
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.02313
-0.3432
1.164045
10.71667
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.256667
10.840000
11.096667
Mean Square
0.08556
1.35500
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Nvmber
01 3
02 3
03 3
04 3
Mean
10.9667
10.6333
10.6667
10.6000
Std Error
0.67206
0.67206
0.67206
0.67206
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
01
03
02
04
Alpha=
0.05
01
0.000000
-0.3
-0.33333
-0.36667
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD
01
03
02
04
01
-2.19172
-1.89172
-1.85838
-1.82505
03
0.300000
0.000000
-0.03333
-0.06667
03
-1.89172
-2.19172
-2.15838
-2.12505
0.0631 0.9779
Lower 95%
9.4169
9.0836
9.1169
9.0502
02
0.333333
0.033333
0.000000
-0.03333
02
-1.85838
-2.15838
-2.19172
-2.15838
Upper 95%
12.516
12.183
12.216
12.150
04
0.366667
0.066667
0.033333
0.000000
04
-1.82505
-2.12505
-2.15838
-2.19172
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
C>ne_\Vay_A_r,aly!;_i~ 9_! lleta-Btt_c:__!!y_Qu1111er
3.75
3.5
3.25
()
I a,
"' 3 a; ,,
2.75
2.5
2.25...L---~---~----r----1,-----__J
01
Oneway Anova
Summary of Fit
Rsquare
Adj Asquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.291139
0.025316
0.264575
3.05
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.23000000
0.56000000
0.79000000
Mean Square
0.076667
0.070000
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
3.20000
2.83333
3.13333
3.03333
Std Error
0.15275
0.15275
0.15275
0.15275
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
01
03
04
02
Alpha=
0.05
01
0.000000
-0.06667
-0.16667
-0.36667
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 01
01 -0.49815
03 -0.43149
04 -0.33149
02 -0.13149
03
0.066667
0.000000
-0.1
-0.3
03
-0.43149
-0.49815
-0.39815
-0.19815
1.0952 0.4055
Lower 95%
2.8478
2.4811
2.7811
2.6811
04
0.166667
0.100000
0.000000
-0.2
04
-0.33149
-0.39815
-0.49815
-0.29815
Upper 95%
3.5522
3.1856
3.4856
3.3856
02
0.366667
0.300000
0.200000
0.000000
02
-0.13149
-0.19815
-0.29815
-0.49815
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
0 :,:
CIJ
_<ii
oi "O
5
4.5
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.012594
-0.35768
0.571548
5.233333
12
04 Each Pair
Student's t
0.05
Source DF
Quarter 3
Sum of Squares
0.0333333
2.6133333
2.6466667
Mean Square
0.011111
0.326667
F Ratio
0.0340
Prob> F
0.9909
Error 8
C. Total 11
Means for Oneway Anova
Level Number Mean Std Error Lower 95% Upper 95%
o1 3 5.26667 0.32998 4.5057 6.0276
02 3 5.20000 0.32998 4.4391 5.9609
03 3 5.16667 0.32998 4.4057 5.9276
04 3 5.30000 0.32998 4.5391 6.0609
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanU} 04 01 02 03
04 0.000000 0.033333 0.100000 0.133333
01 -0.03333 0.000000 0.066667 0.100000
02 -0.1 -0.06667 0.000000 0.033333
03 · -0.13333 -0.1 -0.03333 0.000000
Alpha=
0.05
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD 04 01 02 03
04 -1.07614 -1.04280 -0.97614 -0.94280
01 -1.04280 -1.07614 -1.00947 -0.97614
02 -0.97614 -1.00947 -1.07614 -1.04280
03 -0.94280 -0.97614 -1.04280 -1.07614
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • 0
0
/\
! ' 10 /r-;-\,
/
() 9.5 I I ' a,
"' 9 \ E E \
"' ' ' Cl> 8.5 ' I ry
\:
8
7.5
01
Oneway Anova
Summary of Fit
Rsquare
Adj Asquare
\
I ~--,1
I
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.056034
-0.29795
0.8544
9.066667
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.3466667
5.8400000
6.1866667
Mean Square
0.115556
0.730000
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
9.26667
8.80000
9.13333
9.06667
Std Error
0.49329
0.49329
0.49329
0.49329
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[iJ-MeanLi]
01
03
04
02
Alpha=
0.05
01
0.000000
-0.13333
-0.2
-0.46667
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD 01
01 ·1.60870
03 -1.47537
04 -1.40870
02 -1.14204
03
0.133333
0.000000
·0.06667
-0.33333
03
-1.47537
-1.60870
-1.54204
-1.27537
0.1583 0.9214
Lower 95%
8.1291
7.6625
7.9958
7.9291
04
0.200000
0.066667
0.000000
·0.26667
04
-1.40870
-1.54204
-1.60870
-1.34204
Upper 95%
10.404
9.938
10.271
10.204
02
0.466667
0.333333
0.266667
0.000000
02
-1.14204
-1.27537
-1.34204
-1.60870
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • D • ct
0
MW-28L
Oneway Analysis of alpha-BHC By Quarter
0.065
0.06
(.)
I cc
"' "5.0.055 '"
0.05
;\
;\ / \
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
/ \
\\///
03
0.162382
-0.15172
0.003731
0.057417
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.00002158
0.00011133
0.00013292
Mean Square
0.000007
0.000014
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.058000
0.057333
0.059000
0.055333
Std Error
0.00215
0.00215
0.00215
0.00215
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean(i]-MeanLi]
03
01
02
04
Alpha=
0.05
03
0.000000
-0.001
-0.00167
-0.00367
Comparisons for each pair using Student's t
t
2.30600
Abs(Oif)-LSD 03
03 -0.00702
01 -0.00602
02 -0.00536
04 -0.00336
01
0.001000
0.000000
-0.00067
· -0.00267
01
-0.00602
-0.00702
-0.00636
-0.00436
0.5170 0.6822
Lower 95%
0.05303
0.05237
0.05403
0.05037
02
0.001667
0.000667
0.000000
-0.002
02
-0.00536
Upper 95%
0.06297
0.06230
0.06397
0.06030
04
0.003667
0.002667
0.002000
0.000000
04
-0.00336
-0.00636 · -0.00436
-0.00702 -0.00502
-0.00502 -0.00702
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
()n!)way A_n_alys i!l_E! l>_E!t~-1:l_!!~ ~y_Ouarter
0.035
0.03
0 I
CJ ~ 0.025
]:
0.02
0.015--'-----~----~---~----+---------'
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.354801
0.112851
0.004131
0.026625
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.00007506
0.00013650
0.00021156
Mean Square
0.000025
0.000017
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.025000
0.026667
0.030667
0.024167
Std Error
0.00238
0.00238
0.00238
0.00238
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi)
03
02
01
04
Alpha=
0.05
03
0.000000
-0.004
-0.00567
-0.0065
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD 03
03 -0.00778
02 -0.00378
01 -0.00211
04 -0.00128
02
0.004000
0.000000
-0.00167
-0.0025
02
-0.00378
-0.00778
-0.00611
-0.00528
1 .4664 0.2950
Lower 95%
0.01950
0.02117
0.02517
0.01867
01
0.005667
0.001667
0.000000
-0.00083
01
-0.00211
-0.00611
-0.00778
-0.00694
Upper 95%
0.03050
0.03217
0.03617
0.02967
04
0.006500
0.002500
0.000833
0.000000
04
-0.00128
-0.00528
-0.00694
-0.00778
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Qn!)v,_ay_A_naly..!!_!s_ <>!_ delta-1:!_f:lf_~y _Q_1.1_arter
0.05
0.01-'----~--------~----1-------...J
01
Oneway Anova
Summary of Fit
Asquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.39513
0.168304
0.006469
0.028375
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.00021873
0.00033483
0.00055356
Mean Square
0.000073
0.000042
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.034000
0.026667
0.030333
0.022500
Std Error
0.00374
0.00374
0.00374
0.00374
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
01
03
02
04
Alpha=
0.05
01
0.000000
-0.00367
-0.00733
-0.0115
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 01
01 -0.01218
03 -0.00851
02 -0.00485
04 -0.00068
03
0.003667
0.000000
-0.00367
-0.007_83
03
-0.00851
-0.01218
-0.00851
-0.00435
1.7420 0.2356
Lower 95%
0.02539
0.01805
0.02172
0.01389
02
0.007333
0.003667
0.000000
-0.00417
02
-0.00485
-0.00851
-0.01218
-0.00801
Upper 95%
0.04261
0.03528
0.03895
0.03111
04
0.011500
0.007833
0.004167
0.000000
04
-0.00068
-0.00435
-0.00801
-0.01218
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
On~v,,ay Analysis of gamma-BHC By Quarter
O.Q?
/\
0.065 /\ j..:, , ' . \
0 /\ ;-' I . \
I , \ ' \ CD ,...._, I '. ,
" 0.06 I \ E I \
E \
"' ----~\ O>
\ 0.055 .
'\.I
0.05
01
Oneway Anova
Summary of Fit
Rsquare
Adj Asquare
I I
I
\ \
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
\ 1\
. I \
\ __ / \:I
02
Quarter
I
\~'-/ V
03
0.216301
-0.07759
0.004564
0.058333
12
04 Each Pair
Student's t
0.05
Source DF Sum of Squares
0.00004600
0.00016667
0.00021267
Mean Square
0.000015
0.000021
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.057000
0.059333
0.061000
0.056000
Std Error
0.00264
0.00264
0.00264
0.00264
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanU]
03
02
01
04
Alpha=
0.05
03
0.000000
-0.00167
-0.004
-0.005
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD 03
03 -0.00859
02 -0.00693
01 -0.00459
04 -0.00359
02
0.001667
0.000000
-0.00233
-0.00333
02
-0.00693
-0.00859
-0.00626
-0.00526
0.7360 0.5594
Lower 95%
0.05092
0.05326
0.05492
0.04992
01
0.004000
0.002333
0.000000
-0.001
01
-0.00459
-0.00626
-0.00859
-0.00759
Upper 95%
0.06308
0.06541
0.06708
0.06208
04
0.005000
0.003333
0.001000
0.000000
04
-0.00359
-0.00526
-0.00759
-0.00859
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
MW-30D
()neYillY Analysis <>f alph_a-~1:1~-By Quarter
2.5
2
() 1.5 I co
"' .<= C.
"
0.5
0
\\ I \ \ 1-•-i \~;
01 02
Oneway Anova
Summary of Fit
Rsquare
Adj Asquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
II
/\
I \
03
Quarter
' '
i
0.192053
-0.21192
0.686511
0.698
10
I
I
I
I
I
Source OF
Quarter 3
Sum of Squares
0.6721767
2.8277833
3.4999600
Mean Square
0.224059
0.471297
F Ratio
0.4754
Prob> F
0.7108
Error 6
C. Total 9
Means for Oneway Anova
Level Number Mean Std Error
a1 2 o.30000 o.48544
Q2 3 0.72667 0.39636
Q3 2 0.56500 0.48544
Q4 3 1.02333 0.39636
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanUJ
Q4
Q2
Q3
a1
Alpha=
0.05
Q4
0.000000
-0.29667
-0.45833
-0.72333
Comparisons for each pair using Student's t
1
2.44691
Abs(Dif)-LSD Q4
Q4 -1.37158
Q2 -1.07491
Q3 -1.07514
a1 -0.81014
Q2
0.296667
0.000000
-0.16167
-0.42667
Q2
-1.07491
-1.37158
-1.37180
-1.10680
Lower 95%
-0.8878
-0.2432
-0.6228
0.05348
Q3
0.458333
0.161667
0.000000
-0.265
Q3
-1.07514
-1.37180
-1 .67983
-1.41483
Positive values show pairs of means that are significantly different.
Upper 95%
1.4878
1.6965
1.7528
1.9932
a1
0.723333
0.426667
0.265000
0.000000
a1
-0.81014
-1.10680
-1.41483
-1.67983
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
One~~y~11_11_lysis of be!!t:_B_li~y_Q_u~rter.
10
u :,:
"' ii 11
7.5
5
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.212335
-0.1815
2.557288
3.68
10
04
tudent's t
0.05
Source OF
Quarter 3
Sum of Squares
10.577667
39.238333
49.816000
Mean Square
3.52589
6.53972
F Ratio
0.5391
Error 6
C. Total 9
Means for Oneway Anova
Level Number
01 2
02 3
03 2
04 3
Mean
2.30000
3.06667
3.95000
5.03333
Std Error
1.8083
1.4765
1.8083
1.4765
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanU]
04
03
02
01
Alpha=
0.05
04
0.00000
-1.08333
-1.96667
-2.73333
Comparisons for each pair using Student's t
t
2.44691
Abs(Diij-LSD 04
04 -5.10919
03 -4.62892
02 -3.14253
01 -2.97892
03
1.08333
0.00000
-0.88333
-1.65000
03
-4.62892
-6.25746
-4.82892
-4.60746
Lower 95%
-2.1247
-0.5461
-0.4747
1.4206
02
1.96667
0.88333
0.00000
-0.76667
02
-3.14253
-4.82892
-5.10919
-4.94559
Positive values show pairs of means that are significantly different.
Upper 95%
6.7247
6.6794
8.3747
8.6461
Prob> F
0.6727
01
2.73333
1.65000
0.76667
0.00000
01
-2.97892
-4.60746
-4.94559
-6.25746
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
One~!!Y_Aniily_sis of del!a-BHC By Quarter_
2.5
2
(.) 1.5 I al
.<ii a3 -0
0.5
0
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
/\ I \
03
Quarter
I ' I
0.162274
-0.25659
0.602836
0.614
10
04
Source DF Sum of Squares
0.4223733
2.1804667
2.6028400
Mean Square
0.140791
0.363411
F Ratio Prob > F
Quarter 3
Error 6
C. Total 9
Means for Oneway Anova
Level Number
01 2
02 3
03 2
04 3
Mean
0.280000
0.603333
0.580000
0.870000
Std Error
0.42627
0.34805
0.42627
0.34805
Std Error uses a pooled estimate of error variance
Means Comparisons
Dit,Mean[i]-MeanLi]
04
02
03
01
Alpha•
0.05
04
0.000000
-0.26667
-0.29
·0.59
Comparisons for each pair using Student's t
I
2.44691
Abs(Diij-LSD
04
02
03
01
04
-1.20440
-0.93774
-1.05656
-0.75656
02
0.266667
0.000000
-0.02333
-0.32333
02
-0.93774
-1.20440
-1.32323
-1.02323
0.3874 0.7665
Lower 95%
-0.763
-0.2483
-0.463
0.01836
03
0.290000
0.023333
0.000000
-0.3
03
-1.05656
-1.32323
-1.47509
-1.17509
Upper 95%
1.3230
1.4550
1.6230
1.7216
01
0.590000
0.323333
0.300000
0.000000
01
-0.75656
-1.02323
-1.17509
-1.47509
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
0.6 /\ 0 :,: /\ "' "' 0.4 E E I \ ro 0,
0.2 -··-I I ' \ I
0
01
Oneway Anova
Summary of Fit
Rsquare
Adj Asquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.176503
-0.23525
0.251965
0.348
tO
Source DF Sum of Squares
0.08164333
0.38091667
0.46256000
Mean Square
0.027214
0.063486
F Ratio Prob > F
Quarter 3
Error 6
C. Total 9
Means for Oneway Anova
Level Number
01 2
02 3
03 2
04 3
Mean
0.190000
0.446667
0.325000
0.370000
Std Error
0.17817
0.14547
0.17817
0.14547
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
02
04
03
01
Alpha=
0.05
02
0.000000
-0.07667
-0.12167
·0.25667
Comparisons for each pair using Student's t
t
2.44691
Abs(Dif)·LSD 02
02 -0.5034
04 ·0.42673
03 ·0.44115
01 -0.30615
04
0.076667
0.000000
-0.045
-0.18
04
-0.42673
-0.5034
-0.51782
·0.38282
0.4287 0.7400
Lower 95%
·0.246
0.09071
-0.111
0.01404
03
0.121667
0.045000
0.000000
-0.135
03
·0.44115
-0.51782
·0.61653
·0.48153
Upper 95%
0.62596
0.80262
0.76096
0.72596
01
0.256667
0.180000
0.135000
0.000000
01
-0.30615
·0.38282
·0.48153
-0.61653
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
MW-31L
Q_n_~way_i'.11alyJi~ c;>_fJ!!pha-BHC By Quarter
4~----------------r--_-;.-... ~-~-... ----,
3.5 i_~\
' () I \ I 3 I CJ
"' .c: Q_ 2.5 ' <O \ I \ ' ' \ I '\/, 2
\/
1.5
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
' '
I
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
-,--·
\ \ .
0.09764
-0.24074
0.658913
2.841667
12
\--; \ ,' ,,
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.3758333
3.4733333
3.8491667
Mean Square
0.125278
0.434167
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
2.63333
3.00000
3.03333
2.70000
Std Error
0.38042
0.38042
0.38042
0.38042
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
03
02
04
o1
Alpha=
0.05
03
0.000000
-0.03333
· -0.33333
-0.4
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 03
03 -1.24063
02 -1.20730
04 -0.90730
o1 -0.84063
02
0.033333
0.000000
-0.3
-0.36667
02.
-1.20730
-1.24063
-0.94063
-0.87396
0.2885 0.8326
Lower 95%
1.7561
2.1227
2.1561
1.8227
04
0.333333
0.300000
0.000000
-0.06667
04
-0.90730
-0.94063
-1.24063
-1.17396
Upper 95%
3.5106
3.8773
3.9106
3.5773
01
0.400000
0.366667
0.066667
0.000000
01
-0.84063
-0.87396
-1.17396
-1.24063
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Oneway Analysis_Q!_peta-B_H_CBy Quarter
1
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.0 \ I ',--~-1 0,6 , -, \ / ' I V \J V -✓
0,5
0.4-"-----,-----.-----,-------,f-------'
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.009852
-0,36145
0,153134
0.756667
12
04 Each Pair
Student's t
0,05
Source DF Sum of Squares
0,00186667
0, 18760000
0.18946667
Mean Square
0,000622
0,023450
F Ratio Prob > F
Quarter 3
Error 8
C, Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0,770000
0,736667
0,756667
0,763333
Std Error
0.08841
0,08841
0,08841
0.08841
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
01
04
03
02
Alpha=
0,05
01
0,000000
-0.00667
-0,01333
-0.03333
Comparisons for each pair using Student's t
t
2,30600
Abs(Dif)-LSD
01
04
03
02
01
-0,28833
-0,28166
-0,27499
-0.25499
04
0,006667
0,000000
-0,00667
-0,02667
04
-0,28166
-0.28833
-0.28166
-0,26166
0.0265 0,9937
Lower 95%
0,56612
0,53279
0,55279
0.55946
03
0,013333
0,006667
0,000000
-0,02
03
-0,27499
-0.28166
-0,28833
-0,26833
Upper 95%
0,97388
0,94054
0,96054
0,96721
02
0,033333
0,026667
0.020000
0.000000
02
-0,25499
-0,26166
-0,26833
-0,28833
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Oneway Analy~s of delta-BHC By Quarter
1.75T~---.--1 ,.\, ---;-r::::~~~::-7 '\ ;\ L. /\
1.5
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s, ,' '. I ' ' ', ,. 1-• / \\ ;-· /\, 1'\ / / \/ \/' \,
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\-,\ ,/ \_/ \c:,' \-.-/
,,, \"_/ V \/
0.75-'----~----~---~----f------...J
01
Oneway Anova
Summary of Fit
Asquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.00545
-0.36751
0.302999
1.304167
12
04 Each Pair
Student's t
0.05
Source DF Sum of Squares
0.00402500
0.73446667
0.73849167
Mean Square
0.001342
0.091808
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
1.30333
1.28333
1.33333
1.29667
Std Error
0.17494
0.17494
0.17494
0.17494
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean(i]-Meanu]
03
01
04
02
Alpha=
0.05
03
0.000000
-0.03
-0.03667
-0.05
Comparisons for each pair using Student's t
t
2.30600
Abs(Dil)-LSD 03
03 -0.5705
01 -0.5405
04 -0.53383
02 -0.5205
01
0.030000
0.000000
·0.00667
-0.02
01
·0.5405
-0.5705
-0.56383
·0.5505
0.0146 0.9974
Lower 95%
0.89993
0.87993
0.92993
0.89326
04
0.036667
0.006667
0.000000
·0.01333
04
-0.53383
-0.56383
-0.5705
-0.55717
Upper 95%
1.7067
1.6867
1.7367
1.7001
02
0.050000
0.020000
0.013333
0.000000
02
-0.5205
-0.5505
·0.55717
-0.5705
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • Cl • Cl • Cit
011e\'l!)Y ~,:iaJy~s_of gamma-BHC By ()uarte_r _
31---:/:----.. -7/---:\\-. -/~,·--:-\ -~,"l'\777-:::::=:::::=:::.::::::::-
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2.5
~ 1.5
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// \ /;.'---~ \ / / /
0.5-'----~----~---~----+------~
o1
Oneway Anova
Summary of Fit
Asquare
Adj Asquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.139919
-0.18261
0.767132
2.1725
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.7658917
4.7079333
5.4738250
Mean Square
0.255297
0.588492
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
1.89000
2.50000
2.33333
1.96667
Std Error
0.44290
0.44290
0.44290
0.44290
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean(i]-MeanLi]
02
03
04
o1
Alpha=
0.05
02
0.000000
-0.16667
-0.53333
-0.61
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD
02
03
04
o1
02
-1.44439
-1.27772
-0.91106
-0.83439
03
0.166667
0.000000
-0.36667
-0.44333
03
-1.27772
-1.44439
-1.07772
-1.00106
0.4338 0.7347
Lower 95%
0.8687
1.4787
1.3120
0.9453
04
0.533333
0.366667
0.000000
-0.07667
04
-0.91106
-1.07772
-1.44439
-1.36772
Upper 95%
2.9113
3.5213
3.3547
2.9880
o1
0.610000
0.443333
0.076667
0.000000
o1
-0.83439
-1.00106
-1.36772
-1 .44439
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
MW-350
On~w~y_A_nalysi_s_ of ~lp_ha:B_H_C_ ~y_ Qua_rter
0.3
0.25
§! 0.2
CD
"'
.1\
/ I .--~
• _,i /'
.-· -\ / / \ /
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/
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\ / I , \
\. I V \_·_.,,
' I
o.05JL_'~~c:•--,---~--,--;:;;--,----'
1~'-~~~~~~~rl
01 02 03 04
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
Quarter
0.195754
-0.10584
0.082795
0.169917
12
Student's t
0.05
Source OF Sum of Squares
0.01334825
0.05484067
0.06818892
Mean Square
0.004449
0.006855
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.136000
0.180000
0.220000
0.143667
Std Error
0.04780
0.04780
0.04780
0.04780
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
03
02
04
01
Alpha=
0.05
03
0.000000
-0.04
-0.07633
-0.084
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 03
03 -0.15589
02 -0.11589
04 -0.07956
01 -0.07189
02
0.040000
0.000000
-0.03633
-0.044
02
-0.11589
-0.15589
-0.11956
-0.11189
0.6491 0.6053
Lower 95%
0.02577
0.06977
0.10977
0.03344
04
0.076333
0.036333
0.000000
-0.00767
04
-0.07956
-0.11956
-0.15589
-0.14822
Upper 95%
0.24623
0.29023
0.33023
0.25390
01
0.084000
0.044000
0.007667
0.000000
01
-0.07189
-0.11189
-0.14822
-0.15589
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
0.15
(.)
I CD t 0.1 .c
0.05
\ \ / ,_\ ____ / \ //
\ / \_· \'d \/
'I
01 02
\_:_/
\j
03
I
I
Quarter
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
0.209935
-0.08634
0.043815
0.105417
12
04 Each Pair
Student's t
0.05
Source DF Sum of Squares
0.00408092
0.01535800
0.01943892
Mean Square
0.001360
0.001920
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.090667
0.105000
0.135667
0.090333
Std Error
0.02530
0.02530
0.02530
0.02530
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
03
02
01
04
Alpha=
0.05
03
0.000000
-0.03067
-0.045
. -0.04533
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)·LSD
03
02
o1
04
03
-0.0825
·0.05183
-0.0375
-0.03716
02
0.030667
0.000000
-0.01433
-0.01467
02
-0.05183
·0.0825
-0.06816
·0.06783
0.7086 0.5735
Lower 95%
0.03233
0.04667
0.07733
0.03200
01
0.045000
0.014333
0.000000
-0.00033
01
-0.0375
·0.06816
-0.0825
·0.08216
Upper 95%
0.14900
0.16333
0.19400
0.14867
04
0.045333
0.014667
0.000333
·0.000000
04
·0.03716
·0.06783
·0.08216
·0.0825
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • ct
ct
Oneway Analysis of delta-BHC_ By Quarter
0.06
0.05
O.Q1
01
Oneway Anova
Summary of Fit
Rsquare
Adj Asquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.193388
-0.10909
0.016219
0.028875
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.00050456
0.00210450
0.00260906
Mean Square
0.000168
0.000263
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.022500
0.032000
0.038000
0.023000
Std Error
0.00936
0.00936
0.00936
0.00936
Std Error uses a pool,ed estimate of error variance
Means Comparisons
Dif=Mean[i]-Meanu]
03
02
04
01
Alpha=
0.05
03
0.000000
·0.006
-0.015
-0.0155
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD
03
02
04
01
03
-0.03054
-0.02454
-0.01554
·0.01504
02
0.006000
0.000000
-0.009
·0.0095
02
-0.02454
-0.03054
-0.02154
-0.02104
0.6393 0.6107
Lower 95%
0.00091
0.01041
0.01641
0.00141
04
0.015000
0.009000
0.000000
-0.0005
04
-0.01554
-0.02154
-0.03054
-0.03004
Upper 95%
0.04409
0.05359
0.05959
0.04459
01
0.015500
0.009500
0.000500
0.000000
01
·0.01504
-0.02104
-0.03004
-0.03054
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • C, • • • 0
0
0
0
0
Q_nE!W.l!Y An11_ly~i~_ of g11rn_rn_a-_B_t:if. ByQuarter
0.2
0.05
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Resporlse
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
/ I
I
\
\,
\ -/ ·G
\/
0.215314
-0.07894
0.052571
0.111633
12
04
Student's t
0.05
Source OF Sum of Squares
0.00606671
0.02210944
0.02817615
Mean Square
0.002022
0.002764
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.089867
0.117333
0.146000
0.093333
Std Error
0.03035
0.03035
0.03035
0.03035
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
03
02
04
01
Alpha=
0.05
03
0.000000
-0.02867
-0.05267
·0.05613
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD 03
03 -0.09898
02 -0.07032
04 ·0.04632
01 -0.04285
02
0.028667
0.000000
-0.024
-0.02747
02
-0.07032
-0.09898
-0.07498
-0.07152
0.7317 0.5616
Lower 95%
0.01988
0.04734
0.07601
0.02334
04
0.052667
0.024000
0.000000
-0.00347
04
-0.04632
·0.07498
·0.09898
-0.09552
Upper 95%
0.15986
0.18732
0.21599
0.16332
01
0.056133
0.027467
0.003467
0.000000
01
·0.04285
-0.07152
-0.09552
-0.09898
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • G
0
0
0
MW-37L
911~way_~naly~~ o_fall)ha-~liC __ By_Qu_a_rter
3
C> I Cil
"'
2.5
-§_ ce 1.5
\
\ ;
\ -/ \ , v
\
\
\ I \ /
\ / -:i
, \ / \__;
' I \:
0.5-'----~----~---~----!-------'
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.130265
·0.19589
0.586877
1.865833
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.4126917
2.7554000
3.1680917
Mean Square
0.137564
0.344425
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
2.00000
1.56333
2.03333
1.86667
Std Error
0.33883
0.33883
0.33883
0.33883
Std Error uses a pooled estimate of error variance
Means Comparisons
Dil=Mean[i]-MeanLi]
03
01
04
02
Alpha=
0.05
03
0.000000
-0.03333
·0.16667
-0.47
Comparisons for each pair using Student's t
t
2.30600
Abs(Dil)·LSD
03
01
04
02
03
·1.10500
-1.07167
-0.93833
·0.63500
01
0.033333
0.000000
-0.13333
-0.43667
01
·1.07167
·1.10500
·0.97167
-0.66833
0.3994 0.7573
Lower 95%
1.2186
0.7820
1.2520
1.0853
04
0.166667
0.133333
0.000000
·0.30333
04
-0.93833
·0.97167
·1.10500
·0.80167
Upper 95%
2.7814
2.3447
2.8147
2.6480
02
0.470000
0.436667
0.303333
0.000000
02
-0.63500
-0.66833
·0.80167
·1.10500
Positive values show pairs of means that are slgnificantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • ct • 0
0
()111!v,ay Analy!>Jso!_ beta-BHC By_ Quarter
0.45-~------------------r--------,
0.4 ,L\
0.35 I \ I ' u . \ : ,A 0.3 :,: I CD I '
"' ' 1i3 0.25 \ TT I .0
0.2 V
0.15
0.1
01
Oneway Anova
Summary of Fit
Rsquare
Adj Asquare
I
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.152273
-0.16563
0.080403
0.28125
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.00928958
0.05171667
0.06100625
Mean Square
0.003097
0.006465
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.313333
0.236667
0.286667
0.288333
Std Error
0.04642
0.04642
0.04642
0.04642
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi)
01
04
03
02
Alpha=
0.05
01
0.000000
-0.025
-0.02667
-0.07667
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD 01
01 -0.15139
04 -0.12639
03 -0.12472
02 -0.07472
04
0.025000
0.000000
-0.00167
-0.05167
04
-0.12639
-0.15139
-0.14972
-0.09972
0.4790 0.7058
Lower 95%
0.20629
0.12962
0.17962
0.18129
03
0.026667
0.001667
0.000000
-0.05
03
-0.12472
-0.14972
-0.15139
-0.10139
Upper 95%
0.42038
0.34371
0.39371
0.39538
02
0.076667
0.051667
0.050000
0.000000
02
-0.07472
-0.09972
-0.10139
-0.15139
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • 0
0
0
0
0
C) •
Onew_11y_i\_11<1ly.5is_c:,f_~e_!!a-B_HC By Quarter
1
0.8
()
I CD 0.6 1li w "'
0.4
0.2
01
Oneway Anova
Summary of Fit
Asquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
/
' (------
\\
0.093376
-0.24661
0.24734
0.630417
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.05040625
0.48941667
0.53982292
Mean Square
0.016802
0.061177
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.690000
0.560000
0.700000
0.571667
Std Error
0.14280
0.14280
0.14280
0.14280
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean(iJ-MeanLi]
03
01
04
02
Alpha=
0.05
03
0.000000
-0.0,
-0.12833
-0.14
Comparisons for each pair using Student's t
I
2.30600
Abs(DiD-LSD
03
01
04
02
03
-0.4657
-0.4557
-0.33737
-0.3257
01
0.010000
0.000000
-0.11833
-0.13
o1
-0.4557
-0.4657
-0.34737
-0.3357
0.2746 0.8422
Lower 95%
0.36070
0.23070
0.37070
0.24237
04
0.128333
0.118333
0.000000
-0.01167
04
-0.33737
-0.34737
-0.4657
-0.45404
Upper 95%
1.0193
0.8893
1.0293
0.9010
02
0.140000
0.130000
0.011667
0.000000
02
-0.3257
-0.3357
-0.45404
-0.4657
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • 0
41 • a
Q
0
Qn_l!v.,~y_A_nalysis_c>! __ gall!111a:BH_(;_I3y_.Q!Jarler
2.25 r, /\
2 / \ ;\ , \ ,~\ I \ , \ L--~ ' I ' /\ \ / O 1.75 / \ !
I /-■-\ I I I \ CD ---~ \ \ I I
"' 1.5 I , I
E \ I \ ' \ E ' I \ I \ i \ \ "' ' . I I °' 1.25 I \_...j \
\
/ \/ \\ \/ \---/ / \ / ·,
0.75
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
' \
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
I 1,7
02 03
Quarter
0.121667
-0.20771
0.430552
1.5025
12
'-/
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.2054250
1.4830000
1.6884250
Mean Square
0.068475
0.185375
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
1.60000
1.29000
1.62000
1.50000
Std Error
0.24858
0.24858
0.24858
0.24858
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
03
01
04
02
Alpha=
0.05
03
0.000000
-0.02
-0.12
-0.33
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD
03
01
04
02
03
·0.81066
-0.79066
-0.69066
-0.48066
01
0.020000
0.000000
·0.1
-0.31
01
-0.79066
-0.81066
-0.71066
-0.50066
0.3694 0.7774
Lower 95'%
1.0268
0.7168
1.0468
0.9268
04
0.120000
0.100000
0.000000
-0.21
04
·0.69066
-0.71066
-0.81066
-0.60066
Upper 95%
2.1732
1.8632
2.1932
2.0732
02
0.330000
0.310000
0.210000
0.000000
02
-0.48066
-0.50066
-0.60066
·0.81066
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • ct • • 0
0
0
0
0
MW-40L
Oneway3naly~is of alpha-BHC By. Quarter
3.5
3
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.410673
0.189676
0.613806
2.0575
12
04 Each Pair
Student's t
0.05
Source OF
Quarter 3
Sum of Squares
2.1003583
3.0140667
5.1144250
Mean Square
0.700119
0.376758
F Ratio
1.8583
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
1.83333
1.49667
2.56667
2.33333
Std Error
0.35438
0.35438
0.35438
0.35438
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]·MeanLi]
03
04
01
02
Alpha=
0.05
03
0.00000
·0.23333
·0.73333
·1 .07000
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)·LSD 03
03 ·1.15570
04 ·0.92237
01 ·0.42237
02 ·0.08570
04
0.23333
0.00000
·0.50000
·0.83667
04
·0.92237
·1.15570
·0.65570
·0.31904
Lower 95%
1.0161
0.6795
1.7495
1.5161
01
0.73333
0.50000
0.00000
·0.33667
01
·0.42237
·0.65570
·1.15570
·0.81904
Positive values show pairs of means that are significantly different.
Upper 95%
2.6505
2.3139
3.3839
3.1505
Prob> F
0.2150
02
1.07000
0.83667
0.33667
0.00000
02
·0.08570
·0.31904
·0.81904
·1 .15570
• • • • • • • e • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
()
I CD _<ii 0.3
1:
0.2
0.1
\ I
' I \--/
' I V
o--'---------~---------1------_,
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.205262
-0.09276
0.136015
0.3525
12
04 Each Pair
Student's t
0.05
Source DF
Quarter 3
Sum of Squares
0.03822500
0.14800000
0.18622500
Mean Square
0.012742
0.018500
F Ratio
0.6887
Prob> F
0.5839
Error 8
C. Total 11
Means for Oneway Anova
Level Number Mean Std Error
01 3 0.366667 0.07853
02 3 0.256667 0.07853
03 3 0.390000 0.07853
04 3 0.396667 0.07853
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanU]
04
03
01
02
Alpha=
0.05
04
0.000000
-0.00667
-0.03
-0.14
Comparisons for each pair using Student's t
1·
2.30600
Abs(Dif)-LSD 04
04 -0.25609
03 -0.24943
01 -0.22609
02 -0.11609
03
0.006667
0.000000
-0.02333
-0.13333
03
-0.24943
-0.25609
. -0.23276
-0.12276
Lower 95%
0.18558
0.07558
0.20891
0.21558
01
0.030000
0.023333
0.000000
-0.11
01
-0.22609
-0.23276
. -0.25609
-0.14609
Positive values show pairs of means that are significantly different.
Upper 95%
0.54775
0.43775
0.57109
0.57775
02
0.140000
0.133333
0.110000
0.000000
02
-0.11609
-0.12276
-0.14609
-0.25609
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
O_ne_Via_y~n_aly~is -~e)ta_-BHC_By Quarter _
1.5
1.25
u I a, ."l 0.75
" "O 0.5
0.25
QI
Oneway Anova
Summary of Fit
Asquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.297099
0.033512
0.300901
0.775833
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.3061583
0.7243333
1.0304917
Mean Square
0.102053
0.090542
F Ratio Prob > F
Quarter 3
Error 8
C. Tolal 11
Means for Oneway Anova
Level Number
QI 3
02 3
03 3
04 3
Mean
0.796667
0.510000
0.920000
0.876667
Std Error
0.17373
0.17373
0.17373
0.17373
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanU]
03
04 a,
02
Alpha=
0.05
03
0.000000
-0.04333
-0.12333
-0.41
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD 03
03 -0.56655
04 -0.52322
01 -0.44322
02 -0.15655
04
0.043333
0.000000
-0.08
-0.36667
04
-0.52322
-0.56655
-0.48655
-0.19988
1.1271 0.3943
Lower 95%
0.39605
0.10939
0.51939
0.47605
01
0.123333
0.080000
0.000000
-0.28667
01
-0.44322
-0.48655
-0.56655
-0.27988
Upper 95%
1.1973
0.9106
1.3206
1.2773
02
0.410000
0.366667
0.286667
0.000000
02
-0.15655
-0.19988
-0.27988
-0.56655
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Oneway Analysis_of gamma-BHC By Quarter
3
2.5
(..) 1\ I 2 /_), /\ a:,
<i, I \ / \ ,~ I '. E / E I \ "' 1.5
"'
\ \ \ I \ -/ 0.5
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
I
I ;/
I • /' \
\
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
,,
L / ..
I \
I \\ ' I I
I I I \ /1 '. \ ' I
\ I \ \ \ ' ,·--·!
I \! .
,,/
I I
03
Quarter
0.185196
-0.12035
0.737835
1.435833
12
\ r·---, \./ I
04
0.05
Source OF Sum of Squares
0.9898917
4.3552000
5.3450917
Mean Square
0.329964
0.544400
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
1.26333
1.07333
1.81667
1.59000
Std Error
0.42599
0.42599
0.42599
0.42599
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[iJ-MeanLi]
03
04
01
02
Alpha=
0.05
03
0.000000
-0.22667
-0.55333
· -0.74333
Comparisons for each pair using Student's t
I
2.30600
Abs(Di0-LSD
03
04
01
02
03
-1.38923
·1.16256
-0.83589
-0.64589
04
0.226667
0.000000
-0.32667
-0.51667
04
-1.16256
-1.38923
·1 .06256
-0.87256
0.6061 0.6294
Lower 95%
0.28100
0.09100
0.83433
0.60767
01
0.553333
0.326667
0.000000
-0.19
01
-0.83589
·1.06256
·1.38923
-1.19923
Upper 95%
2.2457
2.0557
2.7990
2.5723
02
0.743333
0.516667
0.190000
0.000000
02
-0.64589
-0.87256
·1.19923
·1.38923
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
PZ-2
Oneway_An_alysis <>f_11l11ha-BHC By Qu11rter
1.1~-----------------,-------,
~ 0.9 "' "' .c % 0.8
0.7
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.34858
0.104297
0.085781
0.871667
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.03150000
0.05886667
0.09036667
Mean Square
0.010500
0.007358
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.920000
0.790000
0.910000
0.866667
Std Error
0.04953
0.04953
0.04953
0.04953
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanU]
o1
03
04
02
Alpha=
0.05
01
0.000000
-0.0,
-0.05333
-0.13
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD 01
a1 -0.16151
03 -0.15151
04 -0.10818
02 -0.03151
Q3
0.010000
0.000000
-0.04333
-0.12
03
-0.15151
-0.16151
-0.11818
-0.04151
1.4270 0.3049
Lower 95%
0.80579
0.67579
0.79579
0.75246
Q4
0.053333
0.043333
0.000000
-0.Q7667
04
-0.10818
-0.11818
-0.16151
-0.08485
Upper 95%
1.0342
0.9042
1.0242
0.9809
02
0.130000
0.120000
0.076667
0.000000
02
-0.03151
-0.04151
-0.08485
-0.16151
Positive values show pairs of means that are significantly different .
a • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
()"e__w_l!')'All11lysis of beli!:BHQ_B_y_()uarte_!: __
0.3
0.25
u :,:
CD 0.2 ."l ., ,,
0.15
0.1
01
Oneway Anova
Summary of Fit
Asquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
/ . \
/ \
V
0.302632
0.041118
0.042032
0.216667
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.00613333
0.01413333
0.02026667
Mean Square
0.002044
0.001767
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.243333
0.210000
0.230000
0.183333
Std Error
0.02427
0.02427
0.02427
0.02427
Std Error uses a pooled estimate of error variance
Means Comparisons
DifaMean[i]-MeanLi]
01
03
02
04
Alpha•
0.05
01
0.000000
-0.01333
-0.03333
-0.06
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD
01
03
02
04
01
-0.07914
-0.06581
-0.04581
-0.01914
03
0.013333
0.000000
-0.02
-0.04667
03
-0.06581
-0.07914
-0.05914
-0.03247
1.1572 0.3840
Lower 95%
0.18737
0.15404
0.17404
0.12737
02
0.033333
0.020000
0.000000
-0.02667
02
-0.04581
-0.05914
-0.07914
-0.05247
Upper 95%
0.29929
0.26596
0.28596
0.23929
04
0.060000
0.046667
0.026667
0.000000
04
-0.01914
-0.03247
-0.05247
-0.07914
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • G
G
0
0
0
0
G •
On~1,11ay_ ~milysis of delta-BHC By Quarter
0.5
0.45
~ 0.4
<D ."!
:gj 0.35
0.3
//~~~'\ / .
\" -/ v
0.25-'----~---~---~----t-----~
01
Oneway Anova
Summary of Fit
Rsquare
Adj Asquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.407703
0.185591
0.043108
0.375
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.01023333
0.01486667
0.02510000
Mean Square
0.003411
0.001858
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.413333
0.333333
0.386667
0.366667
Std Error
0.02489
0.02489
0.02489
0.02489
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
01
03
04
02
Alpha=
0.05
01
0.000000
·0.02667
-0.04667
-0.08
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD
01
03
04
02
01
-0.08117
-0.0545
-0.0345
-0.00117
03
0.026667
0.000000
-0.02
-0.05333
03
-0.0545
-0.08117
·0.06117
-0.02783
1.8356 0.2188
Lower 95%
0.35594
0.27594
0.32927
0.30927
04
0.046667
0.020000
0.000000
-0.03333
04
-0.0345
-0.06117
-0.08117
-0.04783
Upper 95%
0.47073
0.39073
0.44406
0.42406
02
0.080000
0.053333
0.033333
0.000000
02
-0.00117
-0.02783
-0.04783
-0.08117
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Qnelfi_llY A_11aly!;is_of gamma~E!_HC By Quarter
()
I
0.9 r\\
0.85 ____ ::,,
0.8 \ : /
a;> 0.75
"' E E 0.7 "' 0,
0.65
0.6
/
0.55--'--------,----~-------,-------1-------'
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.415963
0. 196949
0.069462
0.764167
12
04 Each Pair
Student's t
0.05
Source OF
Quarter 3
Sum of Squares
0.02749167
0.03860000
0.06609167
Mean Square
0.009164
0.004825
F Ratio
1.8993
Prob> F
0.2082
Error 8
C. Total 11
Means for Oneway Anova
Level Number Mean Std Error
01 3 0.820000 0.04010
02 3 0.696667 0.04010
03 3 0.796667 0.04010
04 3 0.743333 0.04010
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
01
03
04
02
Alpha=
0.05
01
0.000000
-0.02333
-0.07667
-0.12333
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 01
o1 -0.13079
03 -0.10745
04 -0.05412
02 -0.00745
03
0.023333
0.000000
-0.05333
-0.1
03
-0.10745
-0.13079
-0.07745
-0.03079
Lower 95%
0.72752
0.60419
0.70419
0.65085
04
0.076667
0.053333
0.000000
-0.04667
04
-0.05412
-0.07745
-0.13079
-0.08412
Positive values show pairs of means that are significantly different.
Upper 95%
0.91248
0.78915
0.88915
0.83581
02
0.123333
0.100000
0.046667
0.000000
02
-0.00745
-0.03079
-0.08412
-0.13079
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • 0
0
0
0 • • I) • • • 0 • 0
PZ-3
Oneway_Analysis ofalpha-BHC By Quarter
0.5 / \ ~ I---\
/. \ / \ ·/·\
0.45 .~ ,',-----·~---_J_>_-!-1'._6_'----"-c____i'~1==·==\'i'_~/==·==\:;l,L----~ \ t-\ / ·; / \ /
0 :,:
CD
"' 0.4
\,,-/ ;--·\/ ___ \___,_/ \, / \ ____ :__//
' \ I \I \I .c Cl. '" \;/
0.35
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.194043
-0.10819
0.04378
0.4425
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.00369167
0.01533333
0.01902500
Mean Square
0.001231
0.001917
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.460000
0.413333
0.446667
0.450000
Std Error
0.02528
0.02528
0.02528
0.02528
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean{i)-MeanLi]
01
04
03
02
Alpha=
0.05
01
0.000000
-0.0,
-0.01333
-0.04667
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 01
01 ·0.08243
04 ·0.07243
03 ·0.0691
02 ·0.03576
04
0.010000
0.000000
·0.00333
·0.03667
04
·0.07243
·0.08243
-0.0791
·0.04576
0.6420 0.6092
Lower 95'%
0.40171
0.35505
0.38838
0.39171
03
0.013333
0.003333
0.000000
·0.03333
03
·0.0691
-0.0791
·0.08243
·0.0491
Upper 95%
0.51829
0.47162
0.50495
0.50829
02
0.046667
0.036667
0.033333
0.000000
02
·0.03576
·0.04576
·0.0491
·0.08243
Positive values show pairs of means that are significantly different.
(i • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Oi::i~'.'.'ay Analys_is o_f bE!ta-B_H_C:: _ _!!y Qua_rter ...
0.13
0.11
(.) I
Cll <ti 0. 1
a3 .0
0.09
0.08
01
Oneway Anova
Summary of Fit
Asquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)'
Analysis of Variance
02
Quarter
03
0.24375
·0.03984
0.011
0.099
12
04 Each Pair
Student's t
0.05
Source OF Sum of Squares
0.00031200
0.00096800
0.00128000
Mean Square
0.000104
0.000121
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.103000
0.090333
0.100333
0.102333
Std Error
0.00635
0.00635
0.00635
0.00635
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
01
04
03
02
Alpha=
0.05
01
0.000000
·0.00067
·0.00267
·0.01267
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)·LSD 01
01 ·0.02071
04 ·0.02004
03 ·0.01804
02 ·0.00804
04
0.000667
0.000000
·0.002
·0.012
04
·0.02004
·0.02071
·0.01871
·0.00871
0.8595 0.5002
Lower 95%
0.08835
0.07569
0.08569
0.08769
03
0.002667
0.002000
0.000000
·0.01
03
-0.01804
·0.01871
·0.02071
·0.01071
Upper 95%
0.11765
0.10498
0.11498
0.11698
02
0.012667
0.012000
0.010000
0.000000
02
·0.00804
·0.00871
·0.01071
·0.02071
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • Cl
9neYo1!1Y J\n~ly~is of_d_E!!la~E!HC _By Ou!!rlE!_r
0.2
0.175
§? 0.15
a:,
l!! :gj 0.125
0.1
01
Oneway Anova
Summary of Fil
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02 03
Quarter
0.185714
-0.11964
0.021794
0.153333
12
04 Each Pair
Studen1's t
0.05
Source OF Sum of Squares
0.00086667
0.00380000
0.00466667
Mean Square
0.000289
0.000475
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.163333
0.140000
0.153333
0.156667
Std Error
0.01258
0.01258
0.01258
0.01258
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
01
04
03
02
Alpha=
0.05
01
0.000000
-0.00667
-0.01
-0.02333
Comparisons for each pair using Student's t
t
2.30600
Abs(Dif)-LSD 01
01 -0.04104
04 -0.03437
03 -0.03104
02 -0.0177
04
0.006667
0.000000
-0.00333
-0.01667
04
-0.03437
-0.04104
-0.0377
-0.02437
0.6082 0.6282
Lower 95%
0.13432
0.11098
0.12432
0.12765
03
0.010000
0.003333
0.000000
-0.01333
03
-0.03104
-0.0377
-0.04104
-0.0277
Upper 95%
0.19235
0.16902
0.18235
0.18568
02
0.023333
0.016667
0.013333
0.000000
02
-0.0177
-0.02437
-0.0277
-0.04104
Positive values show pairs of means that are significantly different .
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
<:>n_eway Analysis of gamma-BHC By Quarter __
0.5
rn
E ~ 0.35
O>
0.3
0.25--'_ ----~---~----~----+-------'
Each Pair 01
Oneway Anova
Summary of Fit
Asquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum WgtS)
Analysis of Variance
02
Quarter
03
0.195156
-0.10666
0.042426
0.390833
12
04
Student's t
0.05
Source OF Sum of Squares
0.00349167
0.01440000
0.01789167
Mean Square
0.001164
0.001800
F Ratio Prob.> F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.410000
0.363333
0.393333
0.396667
Std Error
0.02449
0.02449
0.02449
0.02449
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLl]
01
04
03
02
Alpha=
0.05
01
0.000000
-0.01333
-0.01667
-0.04667
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD 01
01 -0.07988
04 -0.06655
03 -0.06322
02· -0.03322
04
0.013333
0.000000
-0.00333
-0.03333
04
-0.06655
-0.07988
-0.07655
-0.04655
0.6466 0.6067
Lower95%
0.35351
0.30685
0.33685
0.34018
03
0.016667
0.003333
0.000000
-0.03
03
-0.06322
-0.07655
-0.07988
-0.04988
Upper 95%
0.46649
0.41982
0.44982
0.45315
02
0.046667
0.033333
0.030000
0.000000
02
-0.03322
-0.04655
-0.04988
-0.07988
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
01
Oneway Anova
Summary of Fit
Rsquare
Adj Asquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
Quarter
0.049695
-0.30667
0.047676
0.0715B3
12
Source OF
Quarter 3
Sum of Squares
0.00095092
0.01B1B400
0.01913492
Mean Square
0.000317
0.002273
F Ratio
0.1395
Prob> F
0.9336
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.061000
0.057667
0.077333
0.070333
Std Error
0.02753 .
0.02753
0.02753
0.02753
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi] ·
01
03
04
02
Alpha=
0.05
01
0.000000
-0.00367
-0.01067
-0.02333
Comparisons for each pair using Student's t
t
2.30600
Abs(DiD-LSD
01
03
04
02
01
-0.08977
-0.0861
-0.0791
-0.06643
03
0.003667
0.000000
-0.007
-0.01967
03
-0.0861
-0.08977
-0.08277
-0.0701
Lower 95%
0.01753
-0.005B
0.013B6
0.00686
04
0.010667
0.007000
0.000000
-0.01267
04
-0.0791
-0.08277
-0.08977
-0.0771
Positive values show pairs of means that are significantly different.
Upper 95%
0.14447
0.12114
0.14081
0.13381
02
0.023333
0.019667
0.012667
0.000000
02
-0.06643
-0.0701
-0.0771
-0.08977
(i • • • • (i • • (i • (i • (i • (i • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • (t
()_newa.•f_Anl!!Y~_of ~etll:~li_c __ By_Q1.1arter
0.1
0--'----~----~---~----1--------'
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.10457
-0.23122
0.024691
0.051583
12
04 Each Pair
Student's t
0.05
Source DF Sum of Squares
0.00056958
0.00487733
0.00544692
Mean Square
0.000190
0.000610
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.061000
0.041667
0.053000
0.050667
Std Error
0.01426
0.01426
0.01426
0.01426
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
01
03
04
02
Alpha=
0.05
01
0.000000
-0.008
·0.01033
· -0.01933
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD
01
03
04
02
01
-0.04649
-0.03849
-0.03616
-0.02716
03
0.008000
0.000000
·0.00233
·0.01133
03
·0.03849
·0.04649
-0.04416
-0.03516
0.3114 0.8168
Lower 95%
0.02813
0.00879
0.02013
0.01779
04
0,010333
0.002333
0.000000
-0.009
04
-0.03616
·0.04416
·0.04649
·0.03749
Upper 95%
0.09387
0.07454
0.08587
0.08354
02
0.019333
0.011333
0.009000
0.000000
02
-0.02716
-0.03516
-0.03749
·0,04649
Positive values show pairs of means that are significantly different.
• • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • (I
(I
Onew_l!y~n1_1lysj~ o_! delta-BH~By_Clu_a.rt_e_r
0.031~::--~;==;:--7=;;-----:--;;71-:::::::==:::::::-4"
;\ I \ / '
0.025 I \ I /-•.....!..,. \ ; • \ , I \ / \
0.02 0 I
/ \ / \/ \
/ \, \ /\ /
CD j0.Q15
'" "' 0.01
0.005
01
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
Analysis of Variance
02
Quarter
03
0.102515
·0.23404
0.010194
0.017117
12
Each Pair
Student's t
0.05
Source OF Sum of Squares
0.00009496
0.00083137
0.00092634
Mean Square
0.000032
0.000104
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.015533
0.019833
0.019800
0.013300
Std Error
0.00589
0.00589
0.00589
0.00589
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[ij-MeanUJ
02
03
01
04
Alpha=
0.05
02
0.000000
·0.00003
·0.0043
·0.00653
Comparisons for each pair using Student's t
I
2.30600
Abs(Dif)-LSD
02
03
01
04
02
-0.01919
-0.01916
-0.01489
-0.01266
03
0.000033
0.000000
-0.00427
-0.0065
03
-0.01916
-0.01919
-0.01493
-0.01269
0.3046 0.8215
Lower 95%
0.00196
0.00626
0.00623
·0.0003
01
0.004300
0.004267
0.000000
-0.00223
01
-0.01489
-0.01493
-0.01919
-0.01696
Upper 95%
0.02911
0.03341
0.03337
0.02687
04
0.006533
0.006500
0.002233
0.000000
04
-0.01266
-0.01269
-0.01696
-0.01919
Positive values show pairs of means that are significantly different.
~ • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • • •
Oneway Anova
Summary of Fit
Rsquare
Adj Rsquare
Root Mean Square Error
Mean of Response
Observations {or Sum Wgts)
Analysis of Variance
Quarter
0.066642
-0.28337
0.095391
0.138167
12
Student's t
0.05
Source DF Sum of Squares
0.00519767
0.07279600
0.07799367
Mean Square
0.001733
0.009099
F Ratio Prob > F
Quarter 3
Error 8
C. Total 11
Means for Oneway Anova
Level Number
01 3
02 3
03 3
04 3
Mean
0.166667
0.108333
0.142667
0.135000
Std Error
0.05507
0.05507
0.05507
0.05507
Std Error uses a pooled estimate of error variance
Means Comparisons
Dif=Mean[i]-MeanLi]
01
03
04
02
Alpha=
0.05
o1
0.000000
-0.024
-0.03167
-0.05833
Comparisons for each pair using Student's t
I
2.30600
Abs(DiD-LSD
01
03
04
02
01
·0.17961
-0.15561
-0.14794
-0.12127
03
0.024000
0.000000
·0.00767
-0.03433
03
-0.15561
·0.17961
-0.17194
-0.14527
0. 1904 0.9000
Lower 95%
0.03967
-0.0187
0.01567
0.00800
04
0.031667
0.007667
0.000000
-0.02667
04
-0.14794
-0.17194
-0.17961
-0.15294
Upper 95%
0.29367
0.23533
0.26967
0.26200
02
0.058333
0.034333
0.026667
0.000000
02
-0.12127
-0.14527
-0.15294
-0.17961
Positive values show pairs of means that are significantly different.