rstan

There are 6 repositories under rstan topic.

stan-dev / rstanarm
rstanarm R package for Bayesian applied regression modeling
stan multilevel-models r-package bayesian bayesian-inference bayesian-methods bayesian-statistics bayesian-data-analysis statistical-modeling r rstan rstanarm
Language:R 372
m-clark / bayesian-basics
:no_entry_sign: :leftwards_arrow_with_hook: A document that introduces Bayesian data analysis.
bayesian-inference bayesian-methods stan rstan r bayesian-statistics bayesian mcmc hamiltonian-monte-carlo gibbs posterior-probability prior likelihood metropolis-hastings posterior-predictive regression-models bayesian-analysis bayesian-data-analysis brms rstanarm
Language:Stan 83
giabaio / survHE
Survival analysis in health economic evaluation Contains a suite of functions to systematise the workflow involving survival analysis in health economic evaluation. survHE can fit a large range of survival models using both a frequentist approach (by calling the R package flexsurv) and a Bayesian perspective.
survival-analysis survival-models health-economic-evaluation hamiltonian-monte-carlo frequentist inla rstan uncertainty plotting-survival-curves
Language:R 38
jhelvy / stanTuneR
This code uses the algebra solver in Stan (https://mc-stan.org/) to find the parameters of a distribution that produce a desired tail behavior.
r stan rstan rstats distributions parameters priors
Language:R 28
agarbuno / modelacion-bayesiana
Notas y contenido del curso en Modelación Bayesiana para la MCD @ ITAM
bayesian-inference cmdstanr rstan rstats
Language:R 23
jamesdunham / dgo
Dynamic estimation of group-level opinion in R
dgirt dgmrp irt mrp rstan
Language:R 15
storopoli / Estatistica-Bayesiana
Disciplina de Estatística Bayesiana da UNINOVE
bayesian-statistics rstan rstanarm uninove
Language:R 15
maxfarrell / qcbs_stan_workshop
Introduction to Stan, rstan & rstanarm
stan rstan rstanarm bayesian-data-analysis r
Language:HTML 11
fweber144 / shinybrms
An R package providing a GUI ('shiny' app) for the R package 'brms'.
gui shiny brms rstan stan bayesian-statistics bayesian-inference bayesian-data-analysis bayesian bayes mcmc statistical-inference statistical-analysis statistical-models statistics r-package r shiny-app cmdstanr
Language:R 10
antoine-sachet / rocker-ML
Dockerfiles for ML with R - built on top of Rocker
caret docker-images dockerfiles r r-packages rstan stan
Language:Dockerfile 9
jasonmtroos / sbcrs
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
sbc simulation workflow r rstan stan
Language:R 9
JBris / stan-cmdstanr-docker
A Docker image to run Stan, cmdstanr, and brms for Bayesian statistical modelling
bayesian-inference bayesian-statistics probabilistic-programming statistics data-science docker docker-compose docker-image dockerfile r stan brms cmdstan rstan rstanarm tidyverse bayesplot tidybayes
Language:Dockerfile 9
jscamac / Alpine_Shrub_Experiment
Australian Alpine shrub warming experiment and field surveys
climate-change docker-container docker-image ecology experimental-warming-effects fire growth-curves latex mortality r reproducible-research rstan shrub-seedlings
Language:R 8
wjakethompson / measr
R package for the Bayesian estimation of diagnostic classification models using Stan
bayesian cdm cmdstanr cognitive-diagnostic-models dcm r r-package rstan rstats stan diagnostic-classification-models cognitive-diagnosis psychometrics
Language:R 8
Haoen-Cui / baker-bayesian-analysis-in-docker
Baker Project: Dockerfile for Bayesian Analysis
docker rstan stan pymc pymc3 bugs openbugs jags
Language:Dockerfile 7
andrewheiss / tidyverse-rstanarm
🐳 Dockerfile for adding rstanarm to rocker/tidyverse
dockerfile tidyverse rstan rstanarm
4
m-clark / easy-bayes
Workshop to introduce participants to rstanarm and brms.
r rstanarm brms bayesian-analysis mixed-models stan rstan
Language:R 4
mcdonohue / rstanarm
rstanarm R package for Bayesian applied regression modeling
ltjmm stan multilevel-models r-package bayesian bayesian-inference bayesian-methods bayesian-statistics bayesian-data-analysis statistical-modeling r rstan rstanarm latent-time-joint-mixed-models
Language:R 4
NCBI-Hackathons / SuMu
A package for analyzing genetic data for association with phenotypes
survival stan rstan r genomics
Language:R 4
englianhu / lottery
Lottery analysis
r rstan bayesian-data-analysis mcmc poisson-distribution multivariate-distributions lottery lottery-draw multivariate-poisson
Language:HTML 3
JihongZ / StanDCM
A R package for fitting Diagnostic Classification Modeling via Stan
rpackage dcm rstan estimating-models stan lcdm
Language:R 3
m-clark / prior-sensitivity
A test of how informative priors can be
bayesian-inference prior-distribution rstan stan
Language:R 3
mvboven / RSV
Evidence synthesis of ILI time series at GPs and hospitalisations with confirmed RSV using transmission models
rstan transmission inference
3
ConnorDonegan / surveil
Public Health Surveillance
bayesian-statistics cancer health-equity public-health r-stats rstan rstats-package
Language:HTML 2
giabaio / survHEhmc
Survival analysis in health economic evaluation using Bayesian modelling and Hamiltonian Monte Carlo Contains a suite of functions to systematise the workflow involving survival analysis in health economic evaluation.
hamiltonian-monte-carlo health-economic-evaluations rstan survival-analysis uncertainty
Language:C++ 2
JBris / stan-cmdstanr-gpu-docker
A Docker image to run Stan, cmdstanr, and brms for Bayesian statistical modelling. GPU support using OpenCL is available.
bayes bayesian-inference brms cmdstan cmdstanr data-science docker probabilistic-programming rstan rstanarm stan stan-lang stan-math-library tidyverse posterior tidybayes projpred shinystan stan-gpu
Language:Dockerfile 2
opardo / dlmRStan
R package. Bayesian linear model in a time series context (dynamic beta for each observation). Uses RStan to develop the MCMC algorithm. Author: Carlos Omar Pardo Gomez.
dlm rstan bayesian-statistics time-series
Language:R 2
spsurv
rvpanaro / spsurv
An R package for semiparametric survival analysis.
survival-analysis r-package bernstein-polynomial rstan survival-regression rstats-package cran-r
Language:C++ 2
berkeley3 / BDA-IZSTO
Two days course on Bayesian Data Analysis for Medical Data at the Istituto Zooprofilattico Sperimentale del Piemonte, Liguria e Valle d'Aosta, 13 - 14 June 2017
bayesian-analysis rstan r
Language:JavaScript 1
bgoodri / ETHzurich_RStan_Course
Material for my RStan course at ETH Zurich
stan rstan rstanarm brms r
Language:Stan 1
Dorsa-Arezooji / Sick-Pigs
Optimal drug dosing with MCMC using rstan
dosing bayesian-statistics hierarchical-bayesian-analysis r rstan optimization mcmc hamiltonian-monte-carlo
Language:HTML 1
dvav / eQTLBookChapter
Book chapter on Bayesian eQTL mapping using Stan
bayesian-variable-selection black-box-bayesian-inference eqtl-mapping global-local-shrinkage horseshoe-prior probabilistic-programming rna-seq rstan rstats stan
Language:R 1
eveskew / bayesian_snake_movement
Analyzing snake movement data using Stan models (from R)
r rstats stan rstan bayesian statistics reproducible-research reproducible-paper
Language:R 1
JBris / stan-docker
A Docker image to run Stan, rstanarm, and brms for Bayesian statistical modelling
bayesian-inference bayesian-statistics data-science docker docker-compose docker-image probabilistic-programming r stan statistics dockerfile bayesplot brms rstan rstanarm tidybayes tidyverse
Language:Dockerfile 1
quantifish / rlsd
The LSD R package
ggplot2 dplyr devtools rstan tidyr
Language:R 1
VNyaga / CopulaDTA
Copula Based Bivariate Beta-Binomial Model for Diagnostic Test Accuracy Studies
copula bayesian-inference beta-binomial diagnostic-data meta-analysis r random-effects rstan
Language:HTML 1