m-clark

bayesian-basics

:no_entry_sign: :leftwards_arrow_with_hook: A document that introduces Bayesian data analysis.

book-of-models

Spells for everyday living. (also a book coming out in 2025)

generalized-additive-models

A document introducing generalized additive models.📈

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 **Superseded by the models-by-example repo**.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

mixedup

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

models-by-example

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

NineteenEightyR

:sunrise_over_mountains: :vhs: like totally rad

polars-talk-2024

Notebook for a talk introducing polars

visibly

👓 Functions related to R visualizations

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 **Superseded by the models-by-example repo**.

m-clark/mixed-models-with-R

Covers the basics of mixed models, mostly using @lme4

m-clark/bayesian-basics

:no_entry_sign: :leftwards_arrow_with_hook: A document that introduces Bayesian data analysis.

m-clark/generalized-additive-models

A document introducing generalized additive models.📈

m-clark/mixedup

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

m-clark/models-by-example

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

m-clark/visibly

👓 Functions related to R visualizations

m-clark/book-of-models

Spells for everyday living. (also a book coming out in 2025)

m-clark/NineteenEightyR

:sunrise_over_mountains: :vhs: like totally rad

m-clark/m-clark.github.io

Personal website

m-clark/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.

m-clark/introduction-to-machine-learning

A document covering machine learning basics. 🤖📊

m-clark/exploratory-data-analysis-tools

A survey of tools that make EDA more automated.

m-clark/mixed-models-with-R-workshop

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

m-clark/gammit

Functions for using mgcv for mixed models. 📈

m-clark/confusionMatrix

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

m-clark/lazerhawk

An R package of miscellaneous functions.

m-clark/R-I-Basics

Getting started with using R more intently.

m-clark/polars-talk-2024

Notebook for a talk introducing polars

m-clark/R-II-Programming

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

m-clark/R-III-Modeling

Using models to understand relationships and make predictions.

m-clark/tidyext

Extensions and extras for tidy processing.

m-clark/R-IV-Visualization

Getting started with pretty pictures in R

m-clark/distill-workshop

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

m-clark/R-V-Presentation

Reproducibility and R Markdown

m-clark/Visuals

Random Visualizations

m-clark/config-files

gitignore, css, etc.

m-clark/m-clark

m-clark/scico

Palettes for R based on the Scientific Colour-Maps

m-clark/bretthorst

analytical bayesian t-test