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bayes_book

Notes from book Doing Bayesian Data Analysis

bayes_factors

How to compute Bayes factors using lm, lmer, BayesFactor, brms, and JAGS/stan/pymc3

bayes_fit_sim

Compare fit indices in bayesian sem for model selection

bayes_r2

Materials for paper 'R-squared for Bayesian regression models' by Gelman, Goodrich, Gabry, and Ali

bayesmeasurementerror

R and JAGS code for https://doi.org/10.1177/0962280216667764

bayesmed

Default Bayesian hypothesis tests for correlation, partial correlation, and mediation

bayesmiss

R package for performing Bayesian analysis with missing covariate values

bayesplot

bayesplot R package for plotting Bayesian models

bayesr

Read-only mirror of "bayesr" from r-forge SVN.

bayestestr

:ghost: Utilities for analyzing Bayesian models and posterior distributions

bbc-cv

MATLAB code for the paper "Bootstrapping the Out-of-sample Predictions for Efficient and Accurate Cross-Validation".

bbr

Biostatistics for Biomedical Research

bcaboot

bcfbma

Bayesian Causal Forests using Bayesian Model Averaging (BCF-BMA)

bda-singalong

A sing-along for the book Bayesian Data Analysis using brms

bda_r_demos

Bayesian Data Analysis demos for R

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

benchmark-fdr

Benchmarking study of recent covariate-adjusted FDR methods

benchmark-stata-r

Speed benchmark of Stata and R on common data manipulations

benford.analysis

Tools that make it easier to use Benford’s law for data validation and forensic analytics.

best-subset

Comparisons between best subset selection and other popular estimators for sparse regression

bestnormalize

Estimate a suite of normalizing transformations, including a new adaptation of a technique based on ranks which can guarantee normally distributed transformed data if there are no ties: ordered quantile normalization (ORQ).

bestpracticesmanual

Manual of best practices in research transparency

bettercrossvalidation

Companion code for YouTube video: https://www.youtube.com/watch?v=Og7CGAfSr_Y&feature=youtu.be

bf-vs-p

A quick investigation on why Bayes factors and p-values are correlated and why p-values are uniformly distributed under H0

bf_tost

bfda

An R package for Bayes Factor Design Analysis

bfdr

R code for Bayesian FDR control

bggm

Bayesian Gaussian Graphical Models

bigdataclass2018