mmarouen / The-Elements-Of-Statistical-LearningLinks
This repository contains R code for exercices and plots in the famous book.
☆46Updated last year
Alternatives and similar repositories for The-Elements-Of-Statistical-Learning
Users that are interested in The-Elements-Of-Statistical-Learning are comparing it to the libraries listed below
Sorting:
- R data sets for "Principles of Econometrics" by Hill, Griffiths, and Lim, 4e, Wiley☆43Updated 9 years ago
- ☆68Updated 4 years ago
- Tutorials on Stan for Bayesian causal inference☆19Updated 3 months ago
- Survival analysis workshop using R☆53Updated 6 years ago
- Processing data from the Early Childhood Longitudinal Study (ECLS)☆32Updated last year
- By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.☆71Updated 4 years ago
- Teaching materials for ETC3580☆25Updated 6 years ago
- Implementing MCMC sampling from scratch in R for various Bayesian models☆110Updated last year
- Code accompanying my ICPSR summer program course on Applied Bayesian Modeling.☆44Updated 8 years ago
- Replication files for my book "Modern Dimension Reduction"☆17Updated 3 years ago
- Hands-On-Time-Series-Analysis-with-R☆38Updated 6 years ago
- Implementation of Double Machine Learning☆36Updated 5 months ago
- Machine Learning from the perspective of a Statistician using R☆73Updated 2 years ago
- Bayesian Cost Effectiveness Analysis. Given the results of a Bayesian model (possibly based on MCMC) in the form of simulations from the …☆48Updated last month
- Translating ML into Bayes, one line at a time☆81Updated 2 years ago
- Double Machine Learning for Multiple Treatments☆41Updated 4 years ago
- ☆81Updated 2 years ago
- This the repository for the Spring Causal Inference Course☆45Updated 6 years ago
- Hierarchically Regularized Entropy Balancing☆11Updated 5 months ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 9 months ago
- 📊 🌐 🧑🏫 Website for PhD-level independent readings course on Bayesian statistics with R and Stan, built with Quarto☆43Updated 2 years ago
- Chapter on causal inference for *R for Political Data Science: A Practical Guide*☆42Updated 4 years ago
- ☆21Updated 8 months ago
- CRAN Task View: Anomaly Detection with R 🛒🛒🛒🛒🛒🛒🛒🛒🛒🛒🛒🛒🛒🛍️🛒🛒☆109Updated 6 months ago
- Optimized regression discontinuity designs☆30Updated 2 years ago
- R package for fitting joint models to time-to-event and longitudinal data☆18Updated 8 months ago
- ☆64Updated last year
- Working through "Regression and other stories," one chapter at a time☆56Updated 2 years ago
- Regression with functional data☆48Updated 9 months ago
- Fast estimation of multinomial (MNL) and mixed logit (MXL) models in R with "Preference" space or "Willingness-to-pay" (WTP) space utilit…☆58Updated last week