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75 search results found
Rethinking
⭐
1,995
Statistical Rethinking course and book package
Brms
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1,198
brms R package for Bayesian generalized multivariate nonlinear multilevel models using Stan
Rstan
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983
RStan, the R interface to Stan
Bda_r_demos
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538
Bayesian Data Analysis demos for R
Greta
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510
simple and scalable statistical modelling in R
Rstanarm
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371
rstanarm R package for Bayesian applied regression modeling
Shinystan
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181
shinystan R package and ShinyStan GUI
Cmdstanr
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126
CmdStanR: the R interface to CmdStan
Projpred
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106
Projection predictive variable selection
Rexamples
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103
worked R examples
Bridgestan
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77
BridgeStan provides efficient inmemory access through Python, Julia, and R to the methods of a Stan model.
Blavaan
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77
An R package for Bayesian structural equation modeling
Bayescog_wien
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70
Teaching materials for BayesCog at Faculty of Psychology, University of Vienna
Dbda2estan
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63
Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition
Bayesian Basics
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61
🚫 ↩️ A document that introduces Bayesian data analysis.
Bayes Vis Paper
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49
'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)
Geostan
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48
Bayesian spatial analysis
Epinowcast
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47
Tools to enable flexible and efficient hierarchical nowcasting of epidemiological timeseries using a semimechanistic Bayesian model with support for a range of reporting and generative processes.
Glmer2stan
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47
Define Stan models using glmerstyle (lme4) formulas
Glmmfields
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44
R package for Bayesian spatial and spatiotemporal GLMMs with possible extremes
Priorsense
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44
priorsense: an R package for prior diagnostics and sensitivity
Baggr
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43
R package for Bayesian metaanalysis models, using Stan
Bayesian
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41
Bindings for Bayesian TidyModels
Walker
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40
Bayesian Generalized Linear Models with TimeVarying Coefficients
Tsbook
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39
『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。
Visibly
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39
👓 Functions related to R visualizations
Standdm
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36
A collection of different Drift Diffusion Models implemented in the probabilistic programming language Stan.
Ubms
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33
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
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27
Fit Thurstonian IRT models in R using Stan, lavaan, or Mplus
Tmbstan
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27
Bayeshmm
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26
Full Bayesian Inference for Hidden Markov Models
Metabma
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26
Bayesian Model Averaging for Random and Fixed Effects MetaAnalysis
Stansensitivity
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24
Tools for automatically generating local sensitivity measures in Stan.
Lgpr
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24
Rpackage 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
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23
Course Content for PSCI 3300 Political Science Research Methods
Bayes Course
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22
An introduction to Bayesian data analysis with Stan (a work in progress)
Covidseir
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22
Bayesian SEIR model to estimate the effects of socialdistancing on COVID19
Instantiate
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20
Precompiled CmdStan models in R packages
Epl
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19
Hierarchical Bayesian Modeling of English Premier League
Bayesvl
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16
BayesVL package for Bayesian statistical analyses in R
Stan Survival Shrinkage
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14
Bayesian linear survival analysis with shrinkage priors in Stan
Gradmcmc
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12
Faster estimation of Bayesian models in ecology using Hamiltonian Monte Carlo
Stannis
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12
Code for effectively dealing with running CmdStan... from R.... because reasons...
Gmo
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12
Inference on marginal distributions using gradientbased optimization
Docs
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11
Documents that go into methodological detail regarding various statistical procedures.
Stan Workshop
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11
Examples of working and nonworking models, initially for ODCS 2016 in Boston.
Ny_r_talk
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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
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10
R package to run Bayesian MMRMs using {brms}
Rebar
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9
Model Discrete Parameters In Stan
Baydem
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9
Bayesian tools for reconstructing past demography
Rstan Varsel
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9
Projection predictive input variable selection using Stan+R
Bc Stan
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9
Bayesian calibration of Building Energy Models using Stan modeling language
Election_stan_analysis
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8
Pydatabratislava
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8
All the documents for PyDataBratislava
Stancon2020
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8
Code for the talk "Approximate Bayesian inference for latent Gaussian models in Stan"
Measr
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7
R package for the Bayesian estimation of diagnostic classification models using Stan
Mixmvpln
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7
R Package to Perform Clustering of Threeway Count Data Using Mixtures of Matrix Variate Poissonlog Normal Model With Parameter Estimation via MCMCEM, Variational Gaussian Approximations, or a Hybrid Approach Combining Both.
Bayesian Statistics Project
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7
Project for the Bayesian Statistics exam at University of Trieste
Stat_comp_benchmarks
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7
Benchmark Models for Evaluating Algorithm Accuracy
Epluspar
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7
Conduct parametric analysis on EnergyPlus models in R
Episewer
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7
An R package and Bayesian generative model to estimate effective reproduction numbers from wastewater concentration measurements over time.
Bayescog_part2
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6
Teaching materials for BayesCog workshop, UKE Hamburg (Part 2).
Rescue Time Estimation
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6
Bayesian estimation of a typical week with RescueTime
Uci_covid_modeling
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6
Edstan
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5
Bpcs
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5
bpcs  Bayesian Paired Comparison in Stan
Rstanemax
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5
Simple Emax model fit with Stan
Sbcrs
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5
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
Hep
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5
Stan and R code accompanying "Hierarchical expectation propagation for Bayesian aggregation of average data"
Statistical Rethinking Colearning 2022
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5
Statistical Rethinking colearning 2022
Cognate Beginnings
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5
A repository for the "Cognate beginnings to bilingual lexical acquisition" study
Dbda2e Ja
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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
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5
Hsstan
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5
An R package for biomarker discovery using Bayesian models implemented in Stan
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