Michael Clark's repositories
stanR_workshop
A workshop on using Stan with R.
advice-to-the-graduate
Some thoughts, particularly for graduate students, but any researcher in applied disciplines on what they can do regarding statistical and programming basics to make their research efforts more efficient.
topic-models-demo
Demonstration of a standard topic model approach
data-manipulation-in-r
Set of slides for a workshop introducing dplyr related functionality, piping and related.
mixed-models-growth-curves-simulation
Raw files for a document simulating models for longitudinal data (mixed models and growth curve models).
correlation-measures
Raw files for a summary of various measures of dependency.
latent-variables-and-sum-scores
Raw files for a document examining the use of latent variable and sum scores for secondary analysis.
lords-paradox
Lord's paradox
mixed-growth-comparison
A demonstration of the equivalence of growth curves and mixed models
mixed-models-anova
Raw files for a document introducing mixed models for those familiar with ANOVA.
mixed-models-growth-curves
Raw files for a document comparing mixed models and growth curve models (sem).
atpRankingsHistory
a look at the big 4
categorical-regression-models
Raw files for a document that provides an overview of models for the case of a categorical dependent variable.
mixed-models-estimation
Raw files for a document demonstrating some by hand estimation of mixed models.
mixed-models-overview
Raw files for a document providing an overview of mixed models from varying perspectives.
r-bootcamp
an afternoon/day course to introduce R programming
old-dsss
These are an R version of Kerby Shedden's Python notes from the initial Data Science Skills Series
pop
playing with tidycensus
qualtricsR
Easy Qualtrics REST API calls through R.
R-for-social-science
Hastily put together document with social science oriented demos of R.
tbd
statistical science, data expression, computational reasoning
testGit
playtime