rmcelreath / causal_salad_2021
One day course on causal inference, MPI-EVA 9 September 2021
☆244Updated 3 years ago
Alternatives and similar repositories for causal_salad_2021:
Users that are interested in causal_salad_2021 are comparing it to the libraries listed below
- A collection of visual guides to help applied scientists learn causal inference.☆253Updated 2 years ago
- Regression and other stories R examples☆329Updated 6 months ago
- Educational resources☆104Updated 3 years ago
- Case studies on model assessment, model selection and inference after model selection☆171Updated last year
- Kentaro Matsuura (2022). Bayesian Statistical Modeling with Stan, R, and Python. Springer, Singapore.☆135Updated this week
- The gfoRmula package implements the parametric g-formula in R. The parametric g-formula (Robins, 1986) uses longitudinal data with time-v…☆163Updated 4 months ago
- Drawing graphical models for causal inference using LaTeX☆114Updated last year
- Probability and Statistics: a simulation-based introduction. An open-access book.☆313Updated last year
- Regression and Other Stories - Tidyverse Examples☆98Updated 3 years ago
- Inference case studies in knitr☆165Updated 2 years ago
- ☆92Updated last week
- Replication code and downloadable example data sets for The Effect☆195Updated 3 years ago
- ☆76Updated last year
- Building a Survival Model in Stan.☆57Updated last year
- The bookdown version lives here: https://bookdown.org/content/3890☆400Updated 2 years ago
- Resources for learning about the history of statistics and statisticians. By statisticians, for statisticians.☆167Updated 2 years ago
- DoubleML - Double Machine Learning in R☆137Updated 2 months ago
- Causal Inference: What If. R and Stata code for Exercises☆90Updated last month
- Repository for Introduction to Bayesian Estimation of Causal Effects☆59Updated 4 years ago
- Verty short course on evolutionary game theory☆175Updated 4 months ago
- R package to compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 100 clas…☆494Updated this week
- Translating ML into Bayes, one line at a time☆77Updated last year
- Causal Inference in R: A book!☆209Updated this week
- bayesplot R package for plotting Bayesian models☆435Updated last week
- Materials from Stan conferences☆253Updated 4 years ago
- Statistical Rethinking Course Winter 2020/2021☆656Updated 3 years ago
- An R package for working with causal directed acyclic graphs (DAGs)☆442Updated 6 months ago
- Implementing MCMC sampling from scratch in R for various Bayesian models☆106Updated last year
- Outline for planning PhD projects☆108Updated 4 years ago
- The bookdown version lives here: https://bookdown.org/content/3686☆149Updated 8 months ago