Bayesian Data Analysis demos for R

miscellaneous materials for mixed models, mostly in R

C++ library for creating and modifying Microsoft Word (.docx) files

Modern C++20 library for creating Microsoft Word Document (.docx file).

Computer vision assisted tool to extract numerical data from plot images.

A Latex template for journal review response (initially designed for IEEE TVCG)

Building a Survival Model in Stan.

cctu

Bayesian Data Analysis course at Aalto

Course notes, worksheets, and timetable for Bayesian Hierarchical Modelling course

Talk at R Entrprise Meetup about styling Rmd for following organization guidelines

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 **Superseded by the models-by-example repo**.

Easily create UIs in base R

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

LaTex Poster for PS-FCN (ECCV 2018)

Inference case studies in knitr

App to view distribution properties and access dynamic code in R, Python, Matlab, Mathematica, Julia and Stan

R-script for generating canonical diagrams of distributions to be used to describe Bayesian hierarchical models.

Statistical Rethinking course winter 2022

A large set of JAGS examples using R

A set of JAGS examples implementing Bayesian modelling

Examples of statistical models implemented using JAGS

Example models for Stan

Code accompanying my ICPSR summer program course on Applied Bayesian Modeling.

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

Shiny App for Repeated Measurements Course

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。