| slide10 |
The data
|
| slide15 |
The model and hypothesis
|
| slide20 |
Matrix formulation
|
| slide25 |
Anova tables, tests and estimates of variance components
|
| slide30 |
REML estimates
|
| slide35 |
Estimating equations and solutions
|
| slide40 |
ML estimates
|
| slide45 |
LRT of hypothesis
|
| slide50 |
Estimates with all effects fixed
|
| slide55 |
Compare estimates of fixed effects REML vs ML
|
| slide60 |
Compare variance and SS estimates
|
| slide70 |
Compare results from assuming fixed vs random effects
|
| slide75 |
T-test and comparision
|
| slide80 |
Equaliance of F-tests in the full model and the $\Delta$-model
|
| slide90 |
Discussion
|
Download all lecture slides