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Search results for r bayesian inference
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51 search results found
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
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
Nimble
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142
The base NIMBLE package for R
Projpred
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106
Projection predictive variable selection
Rexamples
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103
worked R examples
Parbayesianoptimization
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88
Parallelizable Bayesian Optimization in R
Laplacesdemon
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77
A complete environment for Bayesian inference within R
Bayesian Basics
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61
🚫 ↩️ A document that introduces Bayesian data analysis.
Dirichletprocess
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53
Build dirichletprocess objects for data analysis
Statsr
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49
Companion package for the Coursera Statistics with R specialization
Geostan
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48
Bayesian spatial analysis
Bas
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41
BAS R package https://merliseclyde.github.io/BAS/
Bbsbayes
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30
An R Package for Hierarchical Bayesian Analysis of North American Breeding Bird Survey Data
Sigfit
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27
Flexible Bayesian inference of mutational signatures
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
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.
Bitfam
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23
BITFAM is a Bayesian approach and platform to infer transcription factor activities within individual cells using single cell RNAsequencing data. Please see Gao S et al., Genome Research (2021) https://genome.cshlp.org/content/31/7/1296 for details.
Psci 3300 Political Science Research
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23
Course Content for PSCI 3300 Political Science Research Methods
Inlautils
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22
R package providing utilities for INLA
Brmstools
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22
Helper functions for brmsfit objects (DEPRECATED)
Bayesian_workshop
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21
Material for a Bayesian statistics workshop
Datascience
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17
My data science projects, in Python and R, about statistical learning and Bayesian inference.
Statistics For Ecologists Master Courses
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15
The material for a course on Statistics for ecologists I teach every year to Master students.
Ggdistribute
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15
ggplot2 extension for plotting distributions
Debinfer
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14
Bayesian inference for dynamical models of biological systems in R
Laplacesdemon
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13
A complete environment for Bayesian inference within R
Melissa
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10
Bayesian Clustering and Imputation of Single Cell Methylomes
Bayesnec
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9
Bayesian NoEffectConcentration estimation in R
Stancon2020
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8
Code for the talk "Approximate Bayesian inference for latent Gaussian models in Stan"
Bayesian Statistics Project
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7
Project for the Bayesian Statistics exam at University of Trieste
Greta.lme
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7
a greta extension for hierarchical models
Bayesian Pape
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7
Introduction to rstanarm
Bdrc
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7
Fits a discharge rating curve based on the powerlaw and the generalized powerlaw from data on paired water elevation and discharge measurements in a given river using a Bayesian hierarchical model as described in Hrafnkelsson et al. (2022)
Uci_covid_modeling
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6
Multievent_jags_r
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6
Fit multievent capturerecapture models in R (maximumlikelihood), Nimble and JAGS (Bayesian)
Ffp
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6
Fully Flexible Probabilities for StressTesting and Portfolio Construction
Bayesian Bricks
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6
Basic building blocks in Bayesian statistics.
Bcda
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6
This R package is a set of tools for Bayesian analysis of categorical data, specifically 2×2 contingency tables.
Baker
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6
👩🍳 🥧 Bayesian Analysis Kit for Etiology Research via Nested Partially Latent Class Models
Fitr
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6
Functions for model fitting and inference
Laplacesdemon
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5
A complete environment for Bayesian inference within R
Epiilmct
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5
Continuous Time DistanceBased and NetworkBased Individual Level Models for Epidemics
Mortality Statsmodel
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5
Mortality using bayesian hierarchical modelling
Statmodeling
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5
Workshop Materials "Advanced Bayesian Statistical Modeling in R and Stan "
Multilevelcoda
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5
multilevelcoda R package for Bayesian compositional multilevel modelling
Vibass
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5
Rpackage for the introductory course on Bayesian inference at the València International Bayesian Summer School
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