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Survival Analysis Group LUMC's Projects

adjcuminc icon adjcuminc

Performing covariate adjustment on cumulative incidence curves for competing risks data, and comparing various approaches to covariate adjustment via simulation.

benchmarking icon benchmarking

Benchmarking survival outcomes: A funnel plot for survival data

causespeccovarmi icon causespeccovarmi

Code and supplementary materials for the manuscript "Multiple imputation for cause-specific Cox models: assessing methods for estimation and prediction" (2022, Statistical Methods in Medical Research)

covidpredictimands icon covidpredictimands

Code repository for the paper "The disconnect between development and intended use of clinical prediction models for Covid-19: a systematic review and real-world data illustration"

dynamicprediction-book icon dynamicprediction-book

Code and datasets used in book "Dynamic Prediction in Clinical Survival Analysis" by Hans van Houwelingen and Hein Putter (2011)

fg-totalfailureprobability icon fg-totalfailureprobability

Code and results of Section 4 of the paper "Fine-Gray subdistribution hazard models to simultaneously estimate the absolute risk of different event types: cumulative total failure probability may exceed 1", by Peter Austin, Ewout Steyerberg & Hein Putter

finegraydgm icon finegraydgm

Code accompanying the manuscript "Why you should avoid using multiple Fine–Gray models: insights from (attempts at) simulating proportional subdistribution hazards data" (under review)

frailtytutorial icon frailtytutorial

R-code and output of all analyses in Balan & Putter (2020): A tutorial in frailty models, Statistical Methods in Medical Research, vol. 29(11), 3424-3454, https://journals.sagepub.com/doi/full/10.1177/0962280220921889.

immunereconstjm icon immunereconstjm

Code and supplementary materials for the manuscript "Joint models quantify associations between T-cell kinetics and allo-immunological events after allogeneic stem cell transplantation and subsequent donor lymphocyte infusion" (2023, Frontiers in Immunology)

landmarking2.0 icon landmarking2.0

Code for the paper "Landmarking 2.0: Bridging the gap between joint models and landmarking" by Hein Putter & Hans van Houwelingen

reviewhaemamissing icon reviewhaemamissing

Code and supplementary materials for the manuscript "Handling missing covariate data in clinical studies in haematology" (2023, Best Practice & Research Clinical Haematology)

validationcomprisks icon validationcomprisks

Code repository for the manuscript 'Validation of the performance of competing risks prediction models: a guide through modern methods' (published in BMJ)

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