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Notes from book Doing Bayesian Data Analysis
How to compute Bayes factors using lm, lmer, BayesFactor, brms, and JAGS/stan/pymc3
Compare fit indices in bayesian sem for model selection
Materials for paper 'R-squared for Bayesian regression models' by Gelman, Goodrich, Gabry, and Ali
R and JAGS code for https://doi.org/10.1177/0962280216667764
Default Bayesian hypothesis tests for correlation, partial correlation, and mediation
R package for performing Bayesian analysis with missing covariate values
bayesplot R package for plotting Bayesian models
Read-only mirror of "bayesr" from r-forge SVN.
:ghost: Utilities for analyzing Bayesian models and posterior distributions
MATLAB code for the paper "Bootstrapping the Out-of-sample Predictions for Efficient and Accurate Cross-Validation".
Biostatistics for Biomedical Research
Bayesian Causal Forests using Bayesian Model Averaging (BCF-BMA)
A sing-along for the book Bayesian Data Analysis using brms
Bayesian Data Analysis demos for R
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.).
Benchmarking study of recent covariate-adjusted FDR methods
Speed benchmark of Stata and R on common data manipulations
Tools that make it easier to use Benfordβs law for data validation and forensic analytics.
Comparisons between best subset selection and other popular estimators for sparse regression
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).
Manual of best practices in research transparency
Companion code for YouTube video: https://www.youtube.com/watch?v=Og7CGAfSr_Y&feature=youtu.be
A quick investigation on why Bayes factors and p-values are correlated and why p-values are uniformly distributed under H0
An R package for Bayes Factor Design Analysis
R code for Bayesian FDR control
Bayesian Gaussian Graphical Models
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.