juanklopper / Python_for_Medical_Statistics
YouTube course using IPython and Jupyter notebooks to do statistical analysis.
☆19Updated 9 years ago
Alternatives and similar repositories for Python_for_Medical_Statistics:
Users that are interested in Python_for_Medical_Statistics are comparing it to the libraries listed below
- ☆11Updated 5 years ago
- Course materials for Stat 243, fall 2016, at UC Berkeley☆9Updated 8 years ago
- Demonstration of parametric bootstrap to find k for kmeans☆10Updated 4 years ago
- 🧲 Multi-step adaptive estimation for reducing false positive selection in sparse regressions☆13Updated 5 months ago
- R package for tracking Covid19 cases in San Francisco☆12Updated last year
- Shirin's playgRound - exploring and playing with data in R☆18Updated 5 years ago
- R functions for project setup, data cleaning, machine learning, SuperLearner, parallelization, and targeted learning.☆19Updated last month
- R package for Cardiovascular Risk Dataset and Data generation script☆13Updated 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 4 years ago
- Clinical trial designs and methods in Python☆21Updated 8 years ago
- R Package - Dynamical Systems Approach to Infectious Disease Epidemiology☆25Updated 11 months ago
- Explanations for survival models☆15Updated 2 years ago
- R & Stan code associated with my "Bayes Days" workshop☆14Updated 9 years ago
- STatistical Inference Relief☆11Updated 5 years ago
- Machine learning on electronic health records☆11Updated 6 years ago
- Additional functions for the SuperLearner R package. A collection of mostly wrapper functions that might be useful for the SuperLearner b…☆19Updated 11 months ago
- Sparse and Regularized Discriminant Analysis in R☆14Updated 4 years ago
- Materials for the Teaching Data Science workshop at JSM 2019☆21Updated 5 years ago
- Computationally efficient confidence intervals for cross-validated AUC estimates in R☆23Updated 3 years ago
- Python data analysis course for 2017 NGCM Summer Academy☆19Updated 7 years ago
- Winter Break Collaboratory DS Boot Camp during the academic year of 2017-2018☆14Updated 6 years ago
- BUS 41204: Machine Learning -- Winter 2016☆11Updated 7 years ago
- An R package implementing Rubin's (1981) Bayesian bootstrap.☆49Updated 6 years ago
- Workshop (6 hours): Clustering (Hdbscan, LCA, Hopach), dimension reduction (UMAP, GLRM), and anomaly detection (isolation forests).☆47Updated 4 years ago
- Repository for the familiar R-package. Familiar implements an end-to-end pipeline for interpretable machine learning of tabular data.☆32Updated this week
- A bookdown-based collection of supplementary material from the clinical prediction models book.☆13Updated last year
- Targeted Learning for Survival Analysis☆20Updated last year
- Clinical Trial Designs in R & RStan☆41Updated last year
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆12Updated 2 years ago