time-varying-covariates

ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification

Modelling time-varying covariates effect on survival via functional data analysis: application to the MRC BO06 trial in osteosarcoma.

Dynamic monitoring of the effects of adherence to medication on survival in heart failure patients: A joint modelling approach exploiting time-varying covariates.

Advanced survival analysis using ASA‑aligned methods, including Cox PH modeling, Kaplan–Meier curves, hazard estimation, diagnostics, and reproducible time‑to‑event workflows. Built as a professional portfolio project demonstrating modern statistical survival modeling.

From Causal Auditing to Value Maximization: Individualized Management Guidelines for Smart Energy Assets

Cox models for time-varying covariate in large population-cohorts