BiostatsMaster

Links for 2025 Course:

Main site (data, scripts, etc): https://github.com/adamtclark/BioStatsMastersUG

Lectures:

• Experimental Design: Link for downloading experimental design slides

• Session 01: Introduction to mixed effects models in nlme

  • Session 01 independent work

  • Dataset 1.1 for independent work (you'll need to download this file using the "download" button on the top right side of the window)

  • Dataset 1.2 for independent work

• Session 02: Models with random slopes and intercepts

  • Session 02 independent work

  • Dataset 2.1 for independent work

• Session 03: Nested random effect structures

  • Session 03 independent work

  • Dataset 3.1 for independent work

Test Preview:

• Final Exam Example

  • Dataset

• Answer Sheet

Extra Details (not on test)

• Session 04: Mixed effects models in lmer and brms

  • R script

  • Dataset

• Session 05: Common confounders in causal inference