dr-dong Goto Github PK

2018fall

432-notes

Data Science for Biological, Medical and Health Research: Notes for PQHS/CRSP/MPHP 432

applied-longitudinal-data-analysis-with-brms-and-the-tidyverse

Translating ML into Bayes, one line at a time

asdar-book.org

data and scripts for the ASDAR book

awesome-beamer

Creating presentation slides by using Beamer in LaTeX.

bayes

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

bayes-workflow-book

Source files for the book "Bayesian Workflow Using Stan"

bayes_days

R & Stan code associated with my "Bayes Days" workshop

bayesbookscripts

A repository for scripts used in videos and in book.

bayesian-dm-code-examples

BDM Code examples from Win/OpenBUGS, CARBayes and INLA

bayesian_notes

bayesian_statistical_modeling_with_stan_r_and_python

Kentaro Matsuura (2023). Bayesian Statistical Modeling with Stan, R, and Python. Springer, Singapore.

bayesiangymnasium2018

Repository for 751: Introduction to Bayesian modeling with Stan

bayesiantutorials

Implementing MCMC sampling from scratch in R for various Bayesian models

bda_py_demos

Bayesian Data Analysis demos for Python

bda_r_demos

Bayesian Data Analysis demos for R

boast

Book Of Apps for Statistics Teaching

book

bookdown

Authoring Books and Technical Documents with R Markdown

calibrationcurves

The package with the val.prob.ci.2 code, formerly called the val.prob.ci.2 package.

cc-mcmcglmm-ma

Resources needed to complete the MCMCglmm for meta-analysis tutorial

cc-stan-2

Fitting generalised linear models using rstanarm and brms

cheatsheets

RStudio Cheat Sheets

data-science--cheat-sheet

Cheat Sheets

datawarehouse

DataSource

doing-meta-analysis-in-r

All R codes for the guide "Doing Meta-Analysis in R"

empirical-bayes-book

Introduction to Empirical Bayes: Examples from Baseball Statistics

ess_575_2017

Materials for ESS 575, Models for Ecological Data, Spring Semester, 2017

example-models

Example models for Stan

fiveminutestats

A repo of short "vignettes" illustrating statistical concepts