eugenedemidenko / advancedstatisticsLinks
Accompanying data for my book Advanced Statistics with Application in R
☆25Updated 5 years ago
Alternatives and similar repositories for advancedstatistics
Users that are interested in advancedstatistics are comparing it to the libraries listed below
Sorting:
- useR! 2019 CVXR tutorial☆28Updated 2 years ago
- Code and slides from a 2016 talk at the Cambridge UK RUG☆16Updated 8 years ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆59Updated 9 months ago
- Survival analysis workshop using R☆53Updated 6 years ago
- Subset partitioning via anticlustering☆34Updated last month
- maximum likelihood estimation package☆26Updated 5 months ago
- R Code for Causal Inference by Hernán and Robins☆22Updated 3 years ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆26Updated 3 years ago
- Build machine learning models in R like using python's scikit-learn library☆33Updated last year
- Tutorials on Stan for Bayesian causal inference☆19Updated last month
- Utility Theory for Dummies: An R Tutorial☆19Updated 4 years ago
- Lightweight Machine Learning Classics with R (Book Draft)☆16Updated 3 years ago
- Code and resources to serve as a starting point for data science projects.☆21Updated 3 years ago
- 📦 Your One Stop to Targeted Learning in R with the tlverse☆33Updated 3 years ago
- Teaching materials for ETC3580☆25Updated 6 years ago
- Estimation and inference from generalized linear models using explicit and implicit methods for bias reduction☆31Updated this week
- R interface to TensorFlow Probability☆54Updated 2 years ago
- 📦 R package for Supplemental Materials for the Bayes Rules! Book☆72Updated 3 years ago
- "Data Visualization: charts, maps and interactive graphics" (the making of)☆28Updated 3 years ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆31Updated 6 months ago
- Workshop (6 hours): Clustering (Hdbscan, LCA, Hopach), dimension reduction (UMAP, GLRM), and anomaly detection (isolation forests).☆47Updated 5 years ago
- By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.☆71Updated 4 years ago
- Machine Learning algorithms coded from scratch☆22Updated 4 years ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆39Updated 4 years ago
- Worksheets to accompany Data Science: A First Introduction☆26Updated 7 months ago
- Explain black box with GLM☆23Updated 5 years ago
- This repository contain a dataset describing the urgency of admission among COVID-19 patients, intended for use in a predictive modeling …☆10Updated 5 years ago
- Piece-wise exponential Additive Mixed Modeling tools☆49Updated last month
- This is a read-only mirror of the CRAN R package repository. mgcv — Mixed GAM Computation Vehicle with Automatic Smoothness Estimation …☆33Updated 4 months ago
- The completed project lives here:☆27Updated 2 years ago