Spells for everyday living, also a book -- Models Demystified -- now available!

Personal website

Notebook for a talk introducing polars

A document introducing generalized additive models.📈

A document covering machine learning basics. 🤖📊

An R package for extracting results from mixed models that are easy to use and viable for presentation.

gitignore, css, etc.

🚫 ↩️ A document that introduces Bayesian data analysis.

Covers the basics of mixed models, mostly using @lme4

By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.

This will introduce R users to the Distill format for R Markdown, for scientific communication and building websites.

🌄 📼 like totally rad

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 **Superseded by the models-by-example repo**.

👓 Functions related to R visualizations

Basic programming with R- understanding objects, iterative methods, writing functions, code style, and more.

Getting started with using R more intently.

This is the companion slides, data, and RStudio project for a workshop on mixed models.

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.

Functions for using mgcv for mixed models. 📈

An R package of miscellaneous functions.

Reproducibility and R Markdown

A survey of tools that make EDA more automated.

Extensions and extras for tidy processing.

Report various statistics stemming from a confusion matrix in a tidy fashion. 🎯

Getting started with pretty pictures in R

analytical bayesian t-test

Random Visualizations

Using models to understand relationships and make predictions.