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posterior: Tools for Working with Posterior Distributions

Paul-Christian Bürkner  Jonah Gabry  Matthew Kay  Aki Vehtari  Måns Magnusson  Rok Češnovar  Ben Lambert  Ozan Adıgüzel  Jacob Socolar  Noa Kallioinen   View description and downloadsView dependenciesGitHub project

2021 Published
0 Citations
10 Authors
12 Revisions
1.6.1 Version
BSD_3_clause License
Referenced by ⇅ Year
EpiNow2: Estimate Real-Time Case Counts and Time-Varying Epidemiological Parameters (Version 1.7.1)

2020
MSIMST: Bayesian Monotonic Single-Index Regression Model with the Skew-T Likelihood (Version 1.1)

2024
bayestestR: Understand and Describe Bayesian Models and Posterior Distributions (Version 0.17.0)

2019
bsitar: Bayesian Super Imposition by Translation and Rotation Growth Curve Analysis (Version 0.3.2)

2023
bssm: Bayesian Inference of Non-Linear and Non-Gaussian State Space Models (Version 2.0.3)

2017
chkptstanr: Checkpoint MCMC Sampling with 'Stan' (Version 0.1.1)

2022
dynamite: Bayesian Modeling and Causal Inference for Multivariate Longitudinal Data (Version 1.6.2)

2022
hdbayes: Bayesian Analysis of Generalized Linear Models with Historical Data (Version 0.2.0)

2024
loo: Efficient Leave-One-Out Cross-Validation and WAIC for Bayesian Models (Version 2.9.0)

2015
marginaleffects: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests (Version 0.31.0)

2021
shinystan: Interactive Visual and Numerical Diagnostics and Posterior Analysis for Bayesian Models (Version 2.7.0)

2015
tsnet: Fitting, Comparing, and Visualizing Networks Based on Time Series Data (Version 0.2.0)

2024
DSSP: Implementation of the Direct Sampling Spatial Prior (Version 0.1.1)

2022
lnmixsurv: Bayesian Mixture Log-Normal Survival Model (Version 3.1.6)

2024
EpiNow2 Parameters: (Version )

0
BMIselect Datasets: (Version )

0
BayesERtools: Bayesian Exposure-Response Analysis Tools (Version 0.2.4)

2025
BayesMultiMode: Bayesian Mode Inference (Version 0.7.4)

2022
EBcoBART: Co-Data Learning for Bayesian Additive Regression Trees (Version 1.1.2)

2024
GCPBayes Structure: (Version )

0
GUD: Bayesian Modal Regression Based on the GUD Family (Version 1.0.2)

2024
IJSE: Infinitesimal Jackknife Standard Errors for 'brms' Models (Version 0.1.2)

2024
LassoHiDFastGibbs Regression: (Version )

0
MCMCvis: Tools to Visualize, Manipulate, and Summarize MCMC Output (Version 0.16.5)

2016
MSIMST Likelihood: (Version )

0
OncoBayes2: Bayesian Logistic Regression for Oncology Dose-Escalation Trials (Version 0.9-4)

2019
bayesDiagnostics: Comprehensive Bayesian Model Diagnostics and Comparison Tools (Version 0.1.0)

2026
bayesMeanScale: Bayesian Post-Estimation on the Mean Scale (Version 0.2.1)

2024
bayesQRsurvey Analysis: (Version )

0
bayesianOU Volatility: (Version )

0
bayesplot: Plotting for Bayesian Models (Version 1.15.0)

2016
bayestestR Distributions: (Version )

0
bennu: Bayesian Estimation of Naloxone Kit Number Under-Reporting (Version 0.3.2)

2023
bivarhr: Bivariate Hurdle Regression with Bayesian Model Averaging (Version 0.1.5)

2025
brms.mmrm: Bayesian MMRMs using 'brms' (Version 1.1.1)

2023
brms: Bayesian Regression Models using 'Stan' (Version 2.23.0)

2015
brmsmargins: Bayesian Marginal Effects for 'brms' Models (Version 0.2.1)

2021
broom.mixed: Tidying Methods for Mixed Models (Version 0.2.9.6)

2018
bssm Models: (Version )

0
bvhar: Bayesian Vector Heterogeneous Autoregressive Modeling (Version 2.3.0)

2023
convergenceDFM: Convergence and Dynamic Factor Models (Version 0.1.4)

2025
dapper: Data Augmentation for Private Posterior Estimation (Version 1.0.1)

2024
easycensus: Quickly Find, Extract, and Marginalize U.S. Census Tables (Version 1.1.3)

2022
footBayes: Fitting Bayesian and MLE Football Models (Version 2.0.0)

2022
ggdist: Visualizations of Distributions and Uncertainty (Version 3.3.3)

2020
hbsaems: Hierarchical Bayes Small Area Estimation Model using 'Stan' (Version 0.1.1)

2025
hdbayes Data: (Version )

0
historicalborrow: Non-Longitudinal Bayesian Historical Borrowing Models (Version 1.1.0)

2022
historicalborrowlong: Longitudinal Bayesian Historical Borrowing Models (Version 0.1.0)

2022
intervalpsych: Analyzing Interval Data in Psychometrics (Version 0.1.0)

2025
jagstargets: Targets for JAGS Pipelines (Version 1.2.2)

2021
loo Models: (Version )

0
marginaleffects Tests: (Version )

0
mcmcsae: Markov Chain Monte Carlo Small Area Estimation (Version 0.8.0)

2020
measr: Bayesian Psychometric Measurement Using 'Stan' (Version 2.0.0)

2023
miniLNM: Miniature Logistic-Normal Multinomial Models (Version 0.1.0)

2024
multilevelmediation: Utility Functions for Multilevel Mediation Analysis (Version 0.4.1)

2024
mvgam: Multivariate (Dynamic) Generalized Additive Models (Version 1.1.594)

2024
parameters: Processing of Model Parameters (Version 0.28.3)

2019
priorsense: Prior Diagnostics and Sensitivity Analysis (Version 1.2.0)

2024
projpred: Projection Predictive Feature Selection (Version 2.10.0)

2018
prophet: Automatic Forecasting Procedure (Version 1.1.7)

2017
psborrow2: Bayesian Dynamic Borrowing Analysis and Simulation (Version 0.0.4.0)

2024
psc: Personalised Synthetic Controls (Version 2.0.1)

2024
qbrms: Quick Bayesian Regression Models Using 'INLA' with 'brms' Syntax (Version 1.0.1)

2025
reslr: Modelling Relative Sea Level Data (Version 0.1.1)

2023
rjuliabugs: Interface to 'JuliaBUGS.jl' from R (Version 0.1.0)

2025
rmcmc: Robust Markov Chain Monte Carlo Methods (Version 0.1.2)

2025
rstanarm: Bayesian Applied Regression Modeling via Stan (Version 2.32.2)

2016
rstanemax: Emax Model Analysis with 'Stan' (Version 0.1.9)

2019
rvec: Vectors Representing Random Variables (Version 1.0.0)

2023
shinybrms: Graphical User Interface ('shiny' App) for 'brms' (Version 1.8.1)

2020
shinymrp: Interface for Multilevel Regression and Poststratification (Version 0.10.0)

2025
survextrap Extrapolation: (Version )

0
tidybayes: Tidy Data and 'Geoms' for Bayesian Models (Version 3.0.7)

2018
trafficCAR: Bayesian CAR Models for Road-Segment Traffic (Version 0.1.0)

2026
unmconf: Modeling with Unmeasured Confounding (Version 1.0.0)

2023
voi: Expected Value of Information (Version 1.0.3)

2023

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