Mixed model question list - Githubissues

andreaczhang / data-apothecary-notes

Study notes of biostatistics and data science with a focus on drug development

https://andreaczhang.github.io/data-apothecary-notes/

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Mixed model question list #1

Open andreaczhang opened 1 month ago

andreaczhang commented 1 month ago

Model specification and selection

[ ] how is it related with design?
[ ] what is the recommended steps
[ ] interaction?
[ ] lme4 and brms interface to specify model
[ ] diagnostics, how to select the most appropriate model

Interpretation

[ ] parameters for fixed effect
[ ] parameters for random effect
[ ] difference with interaction?

Prediction

[ ] frequentist approach
[ ] bayesian prediction

andreaczhang commented 1 month ago

Predictions

https://stats.stackexchange.com/questions/344012/confidence-intervals-from-bootmer-in-r-and-pros-cons-of-different-interval-type

https://stats.stackexchange.com/questions/147836/prediction-interval-for-lmer-mixed-effects-model-in-r