mguindani / Lectures
This repository contains slides from some of the classes I have taught in my career. The repository will be updated from time to time. If you are interested in the .tex files and other material (e.g., lab material) for your own course preparation, feel free to reach out directly to me.
β33Updated 2 months ago
Alternatives and similar repositories for Lectures:
Users that are interested in Lectures are comparing it to the libraries listed below
- π― Targeted Learning in R: A Causal Data Science Handbookβ59Updated 5 months ago
- Biostatistics resources : reading list, RMarkdown notebooks, and more!β70Updated 2 weeks ago
- Survival analysis workshop using Rβ50Updated 5 years ago
- Compute SHAP values for your tree-based models using the TreeSHAP algorithmβ84Updated 8 months ago
- That's weird: Anomaly detection using Rβ42Updated 4 months ago
- π¦ R package for Supplemental Materials for the Bayes Rules! Bookβ70Updated 3 years ago
- Supplemental R Examples on Applied Conformal Prediction. These examples follow Practical Guide to Applied Conformal Prediction in Python,β¦β42Updated last year
- β41Updated 2 years ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targetedβ¦β24Updated 3 years ago
- Building a Survival Model in Stan.β57Updated last year
- R package to perform Bayesian regularization using Stan.β25Updated 2 years ago
- Probabilistic Learning for mlr3β136Updated 2 weeks ago
- Lecture Notes on Statistical Inferenceβ76Updated 6 months ago
- β16Updated last year
- Slides to accompany Forecasting: Principles and Practice, 3rd editionβ73Updated last year
- π€ πΏ The Highly Adaptive Lassoβ50Updated 5 months ago
- miceRanger: Fast Imputation with Random Forests in Rβ68Updated 2 years ago
- β14Updated last month
- worked R examplesβ113Updated 6 months ago
- Implementations of survival models in Rβ58Updated 9 months ago
- Joint Analysis and Imputation of generalized linear models and linear mixed models with missing valuesβ28Updated last year
- Tools for Flexible Survival Analysis Using Machine Learningβ18Updated last week
- Trees are all you needβ114Updated 10 months ago
- Streamline a data analysis processβ73Updated last week
- mixgb: multiple imputation through XGBoostβ23Updated 2 weeks ago
- Extended Joint Models for Longitudinal and Survival Dataβ85Updated this week
- An R package for nonparametric covariance matrix estimation in high dimensionsβ13Updated last year
- Introduction to JavaScript - math operations, variables, functions, objects, etc.β18Updated 2 years ago
- β17Updated last year
- β21Updated 3 months ago