Michael Clark
Michael Clark
Miscellaneous-R-Code
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.
mixed-models-with-R
Covers the basics of mixed models, mostly using @lme4
visibly
👓 Functions related to R visualizations
generalized-additive-models
A document introducing generalized additive models.📈
bayesian-basics
:no_entry_sign: :leftwards_arrow_with_hook: A document that introduces Bayesian data analysis.
NineteenEightyR
:sunrise_over_mountains: :vhs: like totally rad
data-processing-and-visualization
This document forms the basis of several workshops/talks that get into everyday programming with R, but also includes mirrored code in Python as Jupyter notebooks.
generalized-additive-models-workshop-2019
A workshop on using generalized additive models and the mgcv package.
introduction-to-machine-learning
A document covering machine learning basics. 🤖📊
latent-variable-models-workshop-2019
A workshop on latent variables models including factor analysis, PCA, SEM, etc.