|
Unstructured covariance for strength data |
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Exercise Therapy Trial |
|
The Mixed Procedure |
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Model Information |
|
|
Data Set |
WORK.EXERCISE |
|
Dependent Variable |
y |
|
Covariance Structure |
Unstructured |
|
Subject Effect |
id |
|
Estimation Method |
REML |
|
Residual Variance Method |
None |
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Fixed Effects SE Method |
Model-Based |
|
Degrees of Freedom Method |
Between-Within |
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Class Level Information |
||
|
Class |
Levels |
Values |
|
id |
37 |
not printed |
|
group |
2 |
1 2 |
|
time |
5 |
0 4 6 8 12 |
|
Dimensions |
|
|
Covariance Parameters |
15 |
|
Columns in X |
18 |
|
Columns in Z |
0 |
|
Subjects |
37 |
|
Max Obs Per Subject |
5 |
|
Observations Used |
173 |
|
Observations Not Used |
12 |
|
Total Observations |
185 |
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Iteration History |
|||
|
Iteration |
Evaluations |
-2 Res Log Like |
Criterion |
|
0 |
1 |
893.47252907 |
|
|
1 |
2 |
684.37680328 |
0.15910952 |
|
2 |
1 |
644.19417841 |
0.10104094 |
|
3 |
1 |
621.35113262 |
0.06127163 |
|
4 |
1 |
608.44906107 |
0.03466758 |
|
5 |
1 |
601.52618550 |
0.01638292 |
|
6 |
1 |
598.41394837 |
0.00526479 |
|
7 |
1 |
597.47348055 |
0.00078993 |
|
8 |
1 |
597.34370981 |
0.00002502 |
|
9 |
1 |
597.33990007 |
0.00000003 |
|
10 |
1 |
597.33989538 |
0.00000000 |
|
Convergence criteria met. |
|
Estimated R Matrix for id 1 |
|||||
|
Row |
Col1 |
Col2 |
Col3 |
Col4 |
Col5 |
|
1 |
9.6683 |
10.1752 |
8.9741 |
9.8125 |
9.4070 |
|
2 |
10.1752 |
12.5501 |
11.0912 |
12.5801 |
11.9284 |
|
3 |
8.9741 |
11.0912 |
10.6417 |
11.6857 |
11.1007 |
|
4 |
9.8125 |
12.5801 |
11.6857 |
13.9905 |
13.1213 |
|
5 |
9.4070 |
11.9284 |
11.1007 |
13.1213 |
13.9444 |
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Estimated R Correlation Matrix for id 1 |
|||||
|
Row |
Col1 |
Col2 |
Col3 |
Col4 |
Col5 |
|
1 |
1.0000 |
0.9237 |
0.8847 |
0.8437 |
0.8102 |
|
2 |
0.9237 |
1.0000 |
0.9597 |
0.9494 |
0.9017 |
|
3 |
0.8847 |
0.9597 |
1.0000 |
0.9577 |
0.9113 |
|
4 |
0.8437 |
0.9494 |
0.9577 |
1.0000 |
0.9394 |
|
5 |
0.8102 |
0.9017 |
0.9113 |
0.9394 |
1.0000 |
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Covariance Parameter Estimates |
||
|
Cov Parm |
Subject |
Estimate |
|
UN(1,1) |
id |
9.6683 |
|
UN(2,1) |
id |
10.1752 |
|
UN(2,2) |
id |
12.5501 |
|
UN(3,1) |
id |
8.9741 |
|
UN(3,2) |
id |
11.0912 |
|
UN(3,3) |
id |
10.6417 |
|
UN(4,1) |
id |
9.8125 |
|
UN(4,2) |
id |
12.5801 |
|
UN(4,3) |
id |
11.6857 |
|
UN(4,4) |
id |
13.9905 |
|
UN(5,1) |
id |
9.4070 |
|
UN(5,2) |
id |
11.9284 |
|
UN(5,3) |
id |
11.1007 |
|
UN(5,4) |
id |
13.1213 |
|
UN(5,5) |
id |
13.9444 |
|
Fit Statistics |
|
|
-2 Res Log Likelihood |
597.3 |
|
AIC (smaller is better) |
627.3 |
|
AICC (smaller is better) |
630.6 |
|
BIC (smaller is better) |
651.5 |
|
Type 3 Tests of Fixed Effects |
||||||
|
Effect |
Num DF |
Den DF |
Chi-Square |
F Value |
Pr > ChiSq |
Pr > F |
|
group |
1 |
35 |
1.60 |
1.60 |
0.2062 |
0.2145 |
|
time |
4 |
35 |
35.53 |
8.88 |
<.0001 |
<.0001 |
|
group*time |
4 |
35 |
2.16 |
0.54 |
0.7066 |
0.7075 |