IamGianluca / arm
My solutions to the exercises in "Data Analysis Using Regression and Multilevel/Hierarchical Models" by Andrew Gelman and Jennifer Hill
☆81Updated 5 years ago
Alternatives and similar repositories for arm:
Users that are interested in arm are comparing it to the libraries listed below
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated last month
- Files for Modern Statistical Workflow workshop☆10Updated 8 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
- Blog about time series data mining in R.☆74Updated last year
- Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition☆68Updated 7 years ago
- ☆97Updated 7 years ago
- Slide, code and data for "Applied Machine Learning" at Rstudio-conf 2019☆149Updated 6 years ago
- Stan models for state space time series☆145Updated 7 years ago
- The set of functions used for time series analysis and in forecasting.☆90Updated last week
- Case studies on model assessment, model selection and inference after model selection☆171Updated last year
- John K. Kruschke's Doing Bayesian Data Analysis: A Tutorial with R and BUGS☆116Updated 8 years ago
- Exercises for the book Applied Predictive Modeling by Kuhn and Johnson (2013)☆196Updated 8 years ago
- ☆78Updated 9 years ago
- Exploratory and diagnostic machine learning tools for R☆73Updated 3 years ago
- Introduction to Empirical Bayes: Examples from Baseball Statistics☆190Updated 4 years ago
- Library of Stan Models for Survival Analysis☆124Updated 4 years ago
- ☆134Updated last year
- Convenient functions for ensemble forecasts in R combining approaches from the {forecast} package☆79Updated 2 years ago
- An interactive online reading of McElreath's Statistical Rethinking☆124Updated 6 years ago
- Tutorial files to accompany Sorensen, Hohenstein, and Vasishth paper: http://www.ling.uni-potsdam.de/~vasishth/statistics/BayesLMMs.html☆83Updated 8 years ago
- ☆24Updated 5 years ago
- Heterogeneous Treatment Effects☆16Updated 2 years ago
- This package is DEPRECATED. Please use the packages `grf` or `ranger` instead, which have built-in confidence intervals.☆70Updated 7 years ago
- StanCon2018 Helsinki Tutorial☆30Updated 5 years ago
- Bayesian Modeling using Stan in R (May/June 2016)☆54Updated 8 years ago
- Draft introduction to probability and inference aimed at the Stan manual.☆86Updated 8 years ago
- Causal Inference using Bayesian Additive Regression Trees☆79Updated 7 months ago
- R package np (Nonparametric Kernel Smoothing Methods for Mixed Data Types)☆49Updated 2 months ago
- Methods for heterogeneous treatment effect estimation☆24Updated 3 years ago
- Current version of the SuperLearner R package☆274Updated last year