jayelm / hoff-bayesian-statistics
R Markdown notes for Peter D. Hoff, "A First Course in Bayesian Statistical Methods"
☆127Updated 5 years ago
Alternatives and similar repositories for hoff-bayesian-statistics:
Users that are interested in hoff-bayesian-statistics are comparing it to the libraries listed below
- This repository contains R code for exercices and plots in the famous book.☆46Updated last year
- My notes from class☆64Updated 6 years ago
- Implementing MCMC sampling from scratch in R for various Bayesian models☆107Updated last year
- Kentaro Matsuura (2022). Bayesian Statistical Modeling with Stan, R, and Python. Springer, Singapore.☆133Updated last month
- Survival analysis workshop using R☆50Updated 5 years ago
- A collection of visual guides to help applied scientists learn causal inference.☆260Updated 2 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆59Updated 4 years ago
- Repo for January 2021 version of Beyond Multiple Linear Regression: Applied Generalized Linear Models and Multilevel Models in R. The re…☆171Updated last year
- Modern Bayesian statistics, STA 360/602, Duke University, Department of Statistical Science☆72Updated last year
- One day course on causal inference, MPI-EVA 9 September 2021☆244Updated 3 years ago
- Python code for Computer Age Statistical Inference☆52Updated 5 years ago
- Drawing graphical models for causal inference using LaTeX☆116Updated last year
- Materials Collection for Causal Inference☆45Updated last year
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 4 months ago
- The gfoRmula package implements the parametric g-formula in R. The parametric g-formula (Robins, 1986) uses longitudinal data with time-v…☆167Updated last month
- Course materials for Advanced Topics in Statistical Learning, Spring 2023☆46Updated 4 months ago
- Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms.…☆195Updated 4 years ago
- ☆172Updated last year
- Tools for The Book of Statistical Proofs☆85Updated 2 months ago
- Causal Inference: What If. R and Stata code for Exercises☆90Updated 3 weeks ago
- My solutions to problems of The Elements of Statistical Learning by Profs. Hastie, Tibshirani, and Friedman.☆90Updated 5 years ago
- Causal Inference in R Workshop☆195Updated 6 months ago
- Comparisons between best subset selection and other popular sparse regression estimators☆85Updated last year
- Tools in R for computing and using Z-estimator approximate influence functions.☆95Updated 6 months ago
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆107Updated 3 years ago
- ☆41Updated 2 years ago
- Solutions to "An Introduction to Statistical Learning with Applications in R second edition"☆123Updated 2 months ago
- ☆93Updated last year
- Working through "Regression and other stories," one chapter at a time☆55Updated last year
- Testing version of fdapace☆31Updated 8 months ago