longitudinal-data-analysis

Materials for one-day course in Longitudinal Data Analysis

Can behavioral & environmental variables predict who survives? End-to-end ML survival analysis for critically endangered Mountain Gorillas. Random Forest with temporal cross-validation, SQL-based EDA, plotnine visualization & demographic risk flagging. Python · scikit-learn

Developing and Evaluating Causal Inference Methods for Pragmatic Trials

This repository contains code for curating data and testing hypotheses relating to the College-to-Work Transition study.

Biostatistician and Researcher focusing on: Early Phase Oncology Dose Optimization, Rare Diseases, Time to Event Data, Longitudinal Data, Bayesian Variable Selection, Multivariate Joint Modeling

Reproducible longitudinal clinical modeling of serum bilirubin trajectories using linear mixed-effects models in Python.

A robust computational framework for differential dynamic network inference from longitudinal multi-omics data

R package for latent state-trait models

MS thesis project using GAMM and elastic net regression to predict quality of life in young adulthood from individual differences in adolescent neurocognitive development