Awesome Open Source

Programming Languages

Search results for r stan

75 search results found

Rethinking ⭐ 1,995

Statistical Rethinking course and book package

brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan

RStan, the R interface to Stan

Bda_r_demos ⭐ 538

Bayesian Data Analysis demos for R

simple and scalable statistical modelling in R

Rstanarm ⭐ 371

rstanarm R package for Bayesian applied regression modeling

Shinystan ⭐ 181

shinystan R package and ShinyStan GUI

Cmdstanr ⭐ 126

CmdStanR: the R interface to CmdStan

Projpred ⭐ 106

Projection predictive variable selection

Rexamples ⭐ 103

worked R examples

Bridgestan ⭐ 77

BridgeStan provides efficient in-memory access through Python, Julia, and R to the methods of a Stan model.

An R package for Bayesian structural equation modeling

Bayescog_wien ⭐ 70

Teaching materials for BayesCog at Faculty of Psychology, University of Vienna

Dbda2estan ⭐ 63

Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition

Bayesian Basics ⭐ 61

🚫 ↩️ A document that introduces Bayesian data analysis.

Bayes Vis Paper ⭐ 49

'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)

Bayesian spatial analysis

Epinowcast ⭐ 47

Tools to enable flexible and efficient hierarchical nowcasting of epidemiological time-series using a semi-mechanistic Bayesian model with support for a range of reporting and generative processes.

Glmer2stan ⭐ 47

Define Stan models using glmer-style (lme4) formulas

Glmmfields ⭐ 44

R package for Bayesian spatial and spatiotemporal GLMMs with possible extremes

Priorsense ⭐ 44

priorsense: an R package for prior diagnostics and sensitivity

R package for Bayesian meta-analysis models, using Stan

Bayesian ⭐ 41

Bindings for Bayesian TidyModels

Bayesian Generalized Linear Models with Time-Varying Coefficients

『基礎からわかる時系列分析』（技術評論社，2018年）のサポートサイトです。

👓 Functions related to R visualizations

A collection of different Drift Diffusion Models implemented in the probabilistic programming language Stan.

Fit models to data from unmarked animals using Stan. Uses a similar interface to the R package 'unmarked', while providing the advantages of Bayesian inference and allowing estimation of random effects.

Thurstonianirt ⭐ 27

Fit Thurstonian IRT models in R using Stan, lavaan, or Mplus

Bayeshmm ⭐ 26

Full Bayesian Inference for Hidden Markov Models

Bayesian Model Averaging for Random and Fixed Effects Meta-Analysis

Stansensitivity ⭐ 24

Tools for automatically generating local sensitivity measures in Stan.

R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for inferring covariate effects and assessing covariate relevances. Various models can be specified using a convenient formula syntax.

Psci 3300 Political Science Research ⭐ 23

Course Content for PSCI 3300 Political Science Research Methods

Bayes Course ⭐ 22

An introduction to Bayesian data analysis with Stan (a work in progress)

Covidseir ⭐ 22

Bayesian SEIR model to estimate the effects of social-distancing on COVID-19

Instantiate ⭐ 20

Pre-compiled CmdStan models in R packages

Hierarchical Bayesian Modeling of English Premier League

BayesVL package for Bayesian statistical analyses in R

Stan Survival Shrinkage ⭐ 14

Bayesian linear survival analysis with shrinkage priors in Stan

Gradmcmc ⭐ 12

Faster estimation of Bayesian models in ecology using Hamiltonian Monte Carlo

Code for effectively dealing with running CmdStan... from R.... because reasons...

Inference on marginal distributions using gradient-based optimization

Documents that go into methodological detail regarding various statistical procedures.

Stan Workshop ⭐ 11

Examples of working and non-working models, initially for ODCS 2016 in Boston.

Ny_r_talk ⭐ 10

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

Brms.mmrm ⭐ 10

R package to run Bayesian MMRMs using {brms}

Model Discrete Parameters In Stan

Bayesian tools for reconstructing past demography

Rstan Varsel ⭐ 9

Projection predictive input variable selection using Stan+R

Bayesian calibration of Building Energy Models using Stan modeling language

Election_stan_analysis ⭐ 8

Pydatabratislava ⭐ 8

All the documents for PyDataBratislava

Stancon2020 ⭐ 8

Code for the talk "Approximate Bayesian inference for latent Gaussian models in Stan"

R package for the Bayesian estimation of diagnostic classification models using Stan

R Package to Perform Clustering of Three-way Count Data Using Mixtures of Matrix Variate Poisson-log Normal Model With Parameter Estimation via MCMC-EM, Variational Gaussian Approximations, or a Hybrid Approach Combining Both.

Bayesian Statistics Project ⭐ 7

Project for the Bayesian Statistics exam at University of Trieste

Stat_comp_benchmarks ⭐ 7

Benchmark Models for Evaluating Algorithm Accuracy

Conduct parametric analysis on EnergyPlus models in R

An R package and Bayesian generative model to estimate effective reproduction numbers from wastewater concentration measurements over time.

Bayescog_part2 ⭐ 6

Teaching materials for BayesCog workshop, UKE Hamburg (Part 2).

Rescue Time Estimation ⭐ 6

Bayesian estimation of a typical week with RescueTime

Uci_covid_modeling ⭐ 6

bpcs - Bayesian Paired Comparison in Stan

Rstanemax ⭐ 5

Simple Emax model fit with Stan

R package for implementing (S)imulation (B)ased (C)alibration using (R)ank (S)tatistics using the approach described in https://arxiv.org/abs/1804.06788

Stan and R code accompanying "Hierarchical expectation propagation for Bayesian aggregation of average data"

Statistical Rethinking Colearning 2022 ⭐ 5

Statistical Rethinking colearning 2022

Cognate Beginnings ⭐ 5

A repository for the "Cognate beginnings to bilingual lexical acquisition" study

Dbda2e Ja ⭐ 5

「ベイズ統計モデリング―R,JAGS,Stanによるチュートリアル― 原著第2版」のサポートサイト用リポジトリです。

Compositionalms ⭐ 5

An R package for biomarker discovery using Bayesian models implemented in Stan

Related Searches

R Rstats (2,342)

R Rstudio (1,746)

R Dataset (1,493)

Python R (1,246)

R Machine Learning (1,113)

R Data Science (1,025)

R Visualization (979)

1-75 of 75 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.