Background

I am a Ph.D candidate at the Chinese University of Hong Kong who studies literacy. My posts at CV about stats topics are shown below.

GLMMs/GAMMs

Simulating GLMMs

GLMM clusters

GLMM reporting

Fixed vs. random effects

How spline coefficients work

GAM basics

GAMM model comparison

Regression

Simulation power analysis

Solving $(X^TX)^{-1}X^TY$ using R

Algebra of interactions

Plotting interactions

Sig. interactions with non-sig. main effects

Calculating VIF/GVIF

Overfitting

Regression theory

Suppression

General Topics

Significance w/ low effect size

Outlier removal

History/formulation of ANOVA and post-hoc comparisons

Fisherian and modern p-values