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stan
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186 search results found
Prophet
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16,384
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or nonlinear growth.
Rethinking
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1,967
Statistical Rethinking course and book package
Brms
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1,154
brms R package for Bayesian generalized multivariate nonlinear multilevel models using Stan
Rstan
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963
RStan, the R interface to Stan
Tidybayes
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689
Bayesian analysis + tidy data + geoms (R package)
Bda_r_demos
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530
Bayesian Data Analysis demos for R
Greta
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497
simple and scalable statistical modelling in R
Bayesplot
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376
bayesplot R package for plotting Bayesian models
Rstanarm
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356
rstanarm R package for Bayesian applied regression modeling
Shinystan
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181
shinystan R package and ShinyStan GUI
Rstanbook
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162
『StanとRでベイズ統計モデリング』のサポートページです.
Miscellaneous R Code
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140
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. Now almost entirely superseded by the modelsbyexample repo.
Loo
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130
loo R package for approximate leaveoneout crossvalidation (LOOCV) and Pareto smoothed importance sampling (PSIS)
Cmdstanr
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110
CmdStanR: the R interface to CmdStan
Ggmcmc
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106
Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference
Projpred
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104
Projection predictive variable selection
Rexamples
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103
worked R examples
Epinow2
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96
Estimate Realtime Case Counts and Timevarying Epidemiological Parameters
Stan Statespace
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93
Stan models for state space time series
Blavaan
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74
An R package for Bayesian structural equation modeling
Gsoc17 Hhmm
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73
Bayesian Hierarchical Hidden Markov Models applied to financial time series, a research replication project for Google Summer of Code 2017.
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.
Bridgestan
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55
BridgeStan provides efficient inmemory access through Python, Julia, and R to the methods of a Stan model.
Cmdstan_map_rect_tutorial
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50
Beginner tutorial for using cmdstan with multithreading
Bayes Vis Paper
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49
'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)
Mvgam
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49
{mvgam} R 📦 to fit Dynamic Bayesian Generalised Additive Models for time series analysis and forecasting
Distribution Zoo
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49
App to view distribution properties and access dynamic code in R, Python, Matlab, Mathematica, Julia and Stan
Glmer2stan
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47
Define Stan models using glmerstyle (lme4) formulas
Geostan
⭐
46
Bayesian spatial analysis
Epinowcast
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45
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.
Rstantools
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44
Tools for Developing R Packages Interfacing with Stan
Baggr
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41
R package for Bayesian metaanalysis models, using Stan
Bayesian
⭐
40
Bindings for Bayesian TidyModels
Glmmfields
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40
R package for Bayesian spatial and spatiotemporal GLMMs with possible extremes
Walker
⭐
40
Bayesian Generalized Linear Models with TimeVarying Coefficients
Stantargets
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39
Reproducible Bayesian data analysis pipelines with targets and cmdstanr
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
Priorsense
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37
priorsense: an R package for prior diagnostics and sensitivity
Standdm
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35
A collection of different Drift Diffusion Models implemented in the probabilistic programming language Stan.
Streammetabolizer
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31
streamMetabolizer uses inverse modeling to estimate aquatic metabolism (photosynthesis and respiration) from time series data on dissolved oxygen, water temperature, depth, and light.
Ubms
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31
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.
Bridgesampling
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30
R package for bridge sampling
Statistical Modeling Examples
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28
Basic statistical modelling examples.
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
Stantuner
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26
This code uses the algebra solver in Stan (https://mcstan.org/) to find the parameters of a distribution that produce a desired tail behavior.
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
Covidseir
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22
Bayesian SEIR model to estimate the effects of socialdistancing on COVID19
Causalqueries
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22
Bayesian inference from binary causal models
Diff Means Half Dozen Ways
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21
Run standard ttests, simulations, and Bayesian difference in means tests with R and Stan
Multinma
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20
Network metaanalysis of individual and aggregate data in Stan
Bayes Course
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20
An introduction to Bayesian data analysis with Stan (a work in progress)
Epl
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19
Hierarchical Bayesian Modeling of English Premier League
Themetagenomics
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18
Dynamite
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17
Bayesian Inference of Complex Panel Data
Bayesvl
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16
BayesVL package for Bayesian statistical analyses in R
Rater
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16
R package to fit statistical models to repeated categorical rating data using Stan
Instantiate
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15
Precompiled CmdStan models in R packages
Ezstan
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15
An R package containing helper functions for Stan
Stan Survival Shrinkage
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14
Bayesian linear survival analysis with shrinkage priors in Stan
Irt
⭐
14
IRT ideal point models in R using Stan
Bayes4psy
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14
A library intended to simplify use of Bayesian statistics in psychology.
Readsdr
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13
Translate System Dynamics models (Stella, Vensim) into R
Probabilistic_programming
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13
Stanhl
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12
Stan syntax highlighting for knitr
Notebooks
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12
Collection of (unfinished) notebooks
Splotch
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12
Stannis
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12
Code for effectively dealing with running CmdStan... from R.... because reasons...
Gradmcmc
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12
Faster estimation of Bayesian models in ecology using Hamiltonian Monte Carlo
Gmo
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12
Inference on marginal distributions using gradientbased optimization
Gsim
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12
Geared simulations: Easy computations over posterior simulations
Scr Stan
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11
Spatial capturerecapture models in Stan
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.
Targets Stan
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11
An example project to validate a Stan model in a targets pipeline
Rstan Varsel
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9
Projection predictive input variable selection using Stan+R
Rebar
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9
Model Discrete Parameters In Stan
Baydem
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9
Bayesian tools for reconstructing past demography
Reliability_2020
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9
Bc Stan
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9
Bayesian calibration of Building Energy Models using Stan modeling language
Pydatabratislava
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8
All the documents for PyDataBratislava
Election_stan_analysis
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8
Stancon2020
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8
Code for the talk "Approximate Bayesian inference for latent Gaussian models in Stan"
Bayescog_part1
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7
Teaching materials for BayesCog workshop, UKE Hamburg (Part 1).
Brms.mmrm
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7
R package to run Bayesian MMRMs using {brms}
Shinybrms
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7
An R package providing a GUI ('shiny' app) for the R package 'brms'.
Epluspar
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7
Conduct parametric analysis on EnergyPlus models in R
Bhsdtr
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7
Bayesian Statistics Project
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7
Project for the Bayesian Statistics exam at University of Trieste
Paramedic
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7
Predicting Absolute and Relative Abundance by Modeling Efficiency to Derive Intervals and Concentrations
Gpu Stan Paper Materials
⭐
7
Replication scripts, measurement data, visualization scripts, and installation instructions for the paper "GPUbased Parallel Computation Support for Stan".
Stat_comp_benchmarks
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7
Benchmark Models for Evaluating Algorithm Accuracy
Uci_covid_modeling
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6
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