Bayesian modelling
Statistics and Research Design
Overview
General linear model
1
Regression with one continuous predictor
2
Regression with one categorical predictor
3
Multiple linear regression
4
Missing data, outliers, and checking assumptions
5
Generalised linear regression
6
Introduction to linear mixed effects models
Graphical representations and robust statistics
7
Confidence intervals
8
Perspectives on group comparisons
Bayesian modelling
9
Bayesian hypothesis testing
10
Bayesian modelling
11
Frequentist and Bayesian Mixed Effects Models
References
Appendices
A
Installing the
brms
package
Bayesian modelling
8
Perspectives on group comparisons
9
Bayesian hypothesis testing