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bayesian-data-analysis

Berlin Bayesians' solutions to Bayesian Data Analysis, 3rd edition.

bayesian-machine-learning

Notebooks related to Bayesian methods for machine learning

bda_course_aalto

Bayesian Data Analysis course at Aalto

bda_r_demos

Bayesian Data Analysis demos for R

beginners_bayes_workshop

case-studies

Case studies in applied and computational statistics.

cmdstan_map_rect_tutorial

Beginner tutorial for using cmdstan with multithreading

example-models

Example models for Stan

fogospt

github-pages-with-jekyll

glmm-course

Workshop exercises on regression, GLMs, mixed-effects models, and GLMMs in R

gp_regression

A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)

lognormal_unknown

Failed attempt to fit a model

math

The Stan Math Library is a C++ template library for automatic differentiation of any order using forward, reverse, and mixed modes. It includes a range of built-in functions for probabilistic modeling, linear algebra, and equation solving.

ny_r_talk

Slides and Code for NY R Users Meetup on January 9, 2020, "A Common Model, Separated by Two Disciplines" presented by Adam Lauretig

pigeonscraper

Package with functions to scrape and pre-process race data from the American Pigeons Race Union website

prob-stats

Probability and Statistics: a simulation-based introduction. An open-access book.

radlibrary

An R package for accessing the Facebook Ad Library API

reclues

repro-comp2psych

We are the Annas

rstanarm

rstanarm R package for Bayesian applied regression modeling

rstanrt

Bayesian Estimation of Response Time Models

satrday2019

Source for workshop "Touring tidyverse"

soviet-space-dogs

Data clean and visualisation of soviet space dogs data (source: Duncan Geere)

stan

Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

stan-statespace

Stan models for state space time series

stanmvn

Template for starting

stanoptimis

Optimization and importance sampling for Stan models in R

suprimidos.pt

tiago_does_rethinking_2

Repository with exercises and code from the McElreath's Statistical Rethinking edition 2