business analytics course homework assignments
Utilising a publicly-available and small dataset of ~5K patients from Kaggle, to practice health data analysis.
This repository contains the exercises and workshops of the survival analysis classes based on the book by Peter J. Smith and the lecture notes of Luis Guillermo Monroy Diaz (UNAL).
Code for: The Cox-Polya-Gamma Algorithm for Flexible Bayesian Inference of Multilevel Survival Models. Weibull PH model based on Cox-PG algorithm has been added (25JAN2026).
Scripts for generating and analysing fake HES-APC NHS England EHR data.
Análise de sobrevivência aplicada a um conjunto de dados de câncer de mama, incluindo informações sobre terapia hormonal, quimioterapia, radioterapia e variáveis de tempo até o evento. O estudo utiliza curvas de Kaplan–Meier, modelos GLM e Random Survival Forest.
Best practices for survival analysis at PNT Lab
geneSurv: an interactive web-based tool for survival analysis in genomics research
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