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Workshop to introduce R Markdown and related, with an eye toward reproducible research.
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
Covers the basics of mixed models, mostly using @lme4
🚫 ↩️ A document that introduces Bayesian data analysis.
A document introducing generalized additive models.📈
A website that displays hundreds of R charts with their code
A website displaying hundreds of charts made with Python
Example R and Matlab code for ML estimation with an SIR model, as well as for examining identifiability and uncertainty using the Fisher information matrix and profile likelihoods.
Class Materials for Epid 814
Example Health is a conceptual healthcare/insurance type company. It has been around a long time, and has 100s of thousands of patient records in an SQL database connected to a mainframe. This repo…
These are projects for healthcare analytics. The projects are based on open data on health care.
Hospital admission data was analyzed to accurately predict the patient’s Length of Stay at the time of admit so that the hospitals can optimize resources and function better.
Contains functions for pulling publicly-available global COVID-19 case and testing data for analysis and populating a Power BI dashboard. ARCHIVED: See ITF-Dashboard Repository for further development