| All data |
| Obs | factor_1 | grouping | y |
|---|---|---|---|
| 1 | Organ_donor | a | 1 |
| 2 | Organ_donor | a | 2 |
| 3 | Organ_donor | b | 1.5 |
| 4 | VAD | c | 3 |
| 5 | VAD | d | 3.5 |
| 6 | VAD | e | 4 |
| 7 | Heart_transplant | c | 6 |
| 8 | Heart_transplant | c | 6.5 |
| 9 | Heart_transplant | d | 7 |
| 10 | Heart_transplant | f | 7.5 |
| 11 | Heart_transplant | g | 8 |
| All data |
| Model Information | |
|---|---|
| Data Set | WORK.ALL_DATA |
| Response Variable | y |
| Response Distribution | Gaussian |
| Link Function | Identity |
| Variance Function | Default |
| Variance Matrix | Not blocked |
| Estimation Technique | Restricted Maximum Likelihood |
| Degrees of Freedom Method | Satterthwaite |
| Class Level Information | ||
|---|---|---|
| Class | Levels | Values |
| factor_1 | 3 | Heart_transplant Organ_donor VAD |
| grouping | 7 | a b c d e f g |
| Number of Observations Read | 11 |
|---|---|
| Number of Observations Used | 11 |
| Dimensions | |
|---|---|
| G-side Cov. Parameters | 1 |
| R-side Cov. Parameters | 1 |
| Columns in X | 4 |
| Columns in Z | 7 |
| Subjects (Blocks in V) | 1 |
| Max Obs per Subject | 11 |
| Optimization Information | |
|---|---|
| Optimization Technique | Dual Quasi-Newton |
| Parameters in Optimization | 1 |
| Lower Boundaries | 1 |
| Upper Boundaries | 0 |
| Fixed Effects | Profiled |
| Residual Variance | Profiled |
| Starting From | Data |
| Iteration History | |||||
|---|---|---|---|---|---|
| Iteration | Restarts | Evaluations | Objective Function |
Change | Max Gradient |
| 0 | 0 | 4 | 20.745304271 | . | 0.336317 |
| 1 | 0 | 6 | 19.896250436 | 0.84905384 | 5.638095 |
| 2 | 0 | 2 | 18.196206863 | 1.70004357 | 0.536348 |
| 3 | 0 | 4 | 18.083928314 | 0.11227855 | 0.101711 |
| 4 | 0 | 2 | 18.077853802 | 0.00607451 | 0.035759 |
| 5 | 0 | 2 | 18.076904068 | 0.00094973 | 0.00383 |
| 6 | 0 | 3 | 18.076892456 | 0.00001161 | 0.000099 |
| 7 | 0 | 3 | 18.076892448 | 0.00000001 | 7.093E-8 |
| Convergence criterion (GCONV=1E-8) satisfied. |
| Fit Statistics | |
|---|---|
| -2 Res Log Likelihood | 18.08 |
| AIC (smaller is better) | 22.08 |
| AICC (smaller is better) | 24.48 |
| BIC (smaller is better) | 21.97 |
| CAIC (smaller is better) | 23.97 |
| HQIC (smaller is better) | 20.74 |
| Generalized Chi-Square | 1.48 |
| Gener. Chi-Square / DF | 0.18 |
| Covariance Parameter Estimates | ||
|---|---|---|
| Cov Parm | Estimate | Standard Error |
| grouping | 0.2500 | 0.2369 |
| Residual | 0.1846 | 0.1324 |
| Type III Tests of Fixed Effects | ||||
|---|---|---|---|---|
| Effect | Num DF | Den DF | F Value | Pr > F |
| factor_1 | 2 | 7.458 | 82.94 | <.0001 |
| factor_1 Least Squares Means | |||||
|---|---|---|---|---|---|
| factor_1 | Estimate | Standard Error |
DF | t Value | Pr > |t| |
| Heart_transplant | 7.1689 | 0.3067 | 6.629 | 23.37 | <.0001 |
| Organ_donor | 1.5000 | 0.4376 | 5.28 | 3.43 | 0.0171 |
| VAD | 3.7229 | 0.3560 | 7.788 | 10.46 | <.0001 |
| Differences of factor_1 Least Squares Means Adjustment for Multiple Comparisons: Tukey-Kramer |
|||||||
|---|---|---|---|---|---|---|---|
| factor_1 | factor_1 | Estimate | Standard Error | DF | t Value | Pr > |t| | Adj P |
| Heart_transplant | Organ_donor | 5.6689 | 0.5344 | 5.721 | 10.61 | <.0001 | <.0001 |
| Heart_transplant | VAD | 3.4460 | 0.3554 | 5.272 | 9.70 | 0.0001 | <.0001 |
| Organ_donor | VAD | -2.2229 | 0.5642 | 6.413 | -3.94 | 0.0067 | 0.0121 |