m-clark Goto Github PK

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.

atprankingshistory

a look at the big 4

bayesian-basics

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

bigr

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

book-of-models

Spells for everyday living. (also a book coming out in 2024)

bookdown

Authoring Books and Technical Documents with R Markdown

bookdown_template

bookdown starter set

bretthorst

analytical bayesian t-test

categorical-regression-models

Raw files for a document that provides an overview of models for the case of a categorical dependent variable.

clustered-data

Raw files for a document covering different approaches to dealing with dependent data.

config-files

gitignore, css, etc.

confusionmatrix

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

connections

connections among various statistical methods

correlation-measures

Raw files for a summary of various measures of dependency.

data-manipulation-in-r

Set of slides for a workshop introducing dplyr related functionality, piping and related.

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.

datasets

Datasets I used at some point.

distill-workshop

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

docs

Documents that go into methodological detail regarding various statistical procedures.

easy-bayes

Workshop to introduce participants to rstanarm and brms.

exploratory-data-analysis-tools

A survey of tools that make EDA more automated.

fastr

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

five38clubrankings

Get football club rankings from 538

flux_r

football

⚽ golazo!

gammit

Functions for using mgcv for mixed models. 📈

generalized-additive-models

A document introducing generalized additive models.📈

generalized-additive-models-workshop-2019

A workshop on using generalized additive models and the mgcv package.

heatr

Visualizing correlation matrix structure.

introduction-to-machine-learning

A document covering machine learning basics. 🤖📊