MatsuuraKentaro / Bayesian_Statistical_Modeling_with_Stan_R_and_PythonLinks
Kentaro Matsuura (2022). Bayesian Statistical Modeling with Stan, R, and Python. Springer, Singapore.
☆136Updated 4 months ago
Alternatives and similar repositories for Bayesian_Statistical_Modeling_with_Stan_R_and_Python
Users that are interested in Bayesian_Statistical_Modeling_with_Stan_R_and_Python are comparing it to the libraries listed below
Sorting:
- ☆76Updated last year
- Regression and Other Stories - Tidyverse Examples☆102Updated 3 years ago
- ☆80Updated last year
- Working through "Regression and other stories," one chapter at a time☆56Updated 2 years ago
- Stan models for state space time series☆145Updated 7 years ago
- A large set of JAGS examples using R☆98Updated 2 years ago
- DoubleML - Double Machine Learning in R☆147Updated 2 months ago
- Building a Survival Model in Stan.☆57Updated last year
- Causal Inference: What If. R and Stata code for Exercises☆90Updated last week
- The bookdown version lives here: https://bookdown.org/content/3686☆152Updated 2 months ago
- An R package for Bayesian structural equation modeling☆94Updated last month
- Causal Inference in R: A book!☆222Updated last week
- The posterior R package☆168Updated last week
- Translating ML into Bayes, one line at a time☆79Updated 2 years ago
- worked R examples☆115Updated 8 months ago
- {mvgam} R 📦 to fit Dynamic Bayesian Generalized Additive Models for multivariate modeling and forecasting☆157Updated 2 weeks ago
- The gfoRmula package implements the parametric g-formula in R. The parametric g-formula (Robins, 1986) uses longitudinal data with time-v…☆175Updated 3 weeks ago
- ☆59Updated 4 months ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆63Updated 4 years ago
- Projection predictive variable selection☆112Updated this week
- CmdStanR: the R interface to CmdStan☆150Updated 2 weeks ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 8 months ago
- Examples from McElreath's Statistical Rethinking, First edition coded in Stan.☆50Updated 6 years ago
- One day course on causal inference, MPI-EVA 9 September 2021☆246Updated 3 years ago
- Case studies on model assessment, model selection and inference after model selection☆171Updated last year
- StanCon Connect 2022 space and time☆24Updated 2 years ago
- ☆68Updated 4 years ago
- Drawing graphical models for causal inference using LaTeX☆117Updated 2 years ago
- Suite of sensitivity analysis tools for OLS☆94Updated 7 months ago
- Time Series Analysis for the State-Space Model with R/Stan☆24Updated 3 years ago