m-clark

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.

Datasets

Datasets I used at some point.

fastR

Raw files for a document covering techniques for speeding up R, especially before parallelization.

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

tornados

bigR

Raw files for a document that will serve as a reference for dealing with 'big' data in R.

flux_r

MultivariateMultiLevelModeling

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