Files for KI tutorial on prognostic accuracy measures for survival models
Colombo, C. J., Colombo, R. E., Maves, R. C., Branche, A. R., Cohen, S. H., Elie, M. C., ... & Liang, C. J. (2021). Performance Analysis of the National Early Warning Score and Modified Early Warning Score in the Adaptive COVID-19 Treatment Trial Cohort. Critical Care Explorations, 3(7). https://doi.org/10.1097/CCE.0000000000000474
Wynants, L., Van Calster, B., Collins, G. S., Riley, R. D., Heinze, G., Schuit, E., ... & van Smeden, M. (2020). Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal. bmj, 369. https://doi.org/10.1136/bmj.m1328
Bansal, A., & Heagerty, P. J. (2018). A Tutorial on Evaluating the Time-Varying Discrimination Accuracy of Survival Models Used in Dynamic Decision Making. Medical Decision Making, 38(8), 904โ916. https://doi.org/10.1177/0272989X18801312
Saha-Chaudhuri, P., & Heagerty, P. J. (2013). Non-parametric estimation of a time-dependent predictive accuracy curve. Biostatistics, 14(1), 42-59. https://doi.org/10.1093/biostatistics/kxs021