waldronlab / Statistical-RethinkingLinks
An interactive online reading of McElreath's Statistical Rethinking
☆125Updated 7 years ago
Alternatives and similar repositories for Statistical-Rethinking
Users that are interested in Statistical-Rethinking are comparing it to the libraries listed below
Sorting:
- Solutions for the practice problems☆146Updated 5 years ago
- Materials from Stan conferences☆255Updated 4 years ago
- John K. Kruschke's Doing Bayesian Data Analysis: A Tutorial with R and BUGS☆118Updated 8 years ago
- Introduction to Empirical Bayes: Examples from Baseball Statistics☆195Updated 4 years ago
- Inside every classical test there is a Bayesian model trying to get out.☆327Updated 9 years ago
- Library of Stan Models for Survival Analysis☆124Updated 5 years ago
- Case studies on model assessment, model selection and inference after model selection☆170Updated last year
- Tutorial files to accompany Sorensen, Hohenstein, and Vasishth paper: http://www.ling.uni-potsdam.de/~vasishth/statistics/BayesLMMs.html☆83Updated 9 years ago
- Exercises for the book Applied Predictive Modeling by Kuhn and Johnson (2013)☆197Updated 8 years ago
- ☆192Updated 4 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 5 months ago
- A Visual Introduction to Hierarchical Modeling☆292Updated 5 years ago
- R package: funModeling: data cleaning, importance variable analysis and model perfomance☆100Updated 2 years ago
- Exploratory and diagnostic machine learning tools for R☆73Updated 3 years ago
- Notes on generalized linear models☆109Updated 6 years ago
- Various tools for linear, nonlinear and nonparametric regression.☆127Updated 7 months ago
- Small web apps that illustrate statistical concepts☆130Updated 4 years ago
- ARCHIVED Wraps UMAP Algorithm for Dimension Reduction☆111Updated 3 years ago
- My solutions to the exercises in "Data Analysis Using Regression and Multilevel/Hierarchical Models" by Andrew Gelman and Jennifer Hill☆81Updated 6 years ago
- Solutions of practice problems from the Richard McElreath's "Statistical Rethinking" book.☆62Updated 6 years ago
- The bookdown version lives here: https://bookdown.org/content/3890☆413Updated 2 years ago
- Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms.…☆196Updated 4 years ago
- A collection of RStudio style cheatsheets for the Stan ecosystem☆58Updated 5 years ago
- Links to slides for talks at the 2016 Joint Statistical Meetings in Chicago☆79Updated 3 years ago
- shinystan R package and ShinyStan GUI☆199Updated 8 months ago
- A random-forest-based approach for imputing clustered incomplete data☆35Updated 8 years ago
- R package of generic neural network tools☆72Updated 3 years ago
- Recurrent Neural Networks in R☆77Updated 2 years ago
- Pre-packaged plots in R☆85Updated last week
- vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distr…☆285Updated 8 months ago