Jake JingSimulation-based linear mixed effect regression models with stanIn this blog, I will provide a step-by-step instruction of how we can generate data from a mixed effect model and recover the parameters of…Dec 26, 2021Dec 26, 2021
HarshRandom Effects ModelLinear regression is a mathematical approach to model the relationship between a scalar dependent variable (also called response variable)…Dec 21, 2021Dec 21, 2021
InTDS ArchivebyGuido VivaldiUsing Mixed-Effects Models For Linear RegressionMixed-effects regression models are a powerful tool for linear regression models when your data contains global and group-level trends…May 17, 20191May 17, 20191
InTDS ArchivebyNikolay OskolkovLinear Mixed Model from ScratchDerive and code LMM using Maximum LikelihoodAug 11, 20205Aug 11, 20205
InTDS ArchivebyNikolay OskolkovHow Linear Mixed Model WorksAnd how to understand LMM through Bayesian lensesAug 3, 20209Aug 3, 20209
