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
|