Assessing Performance and Clinical Usefulness in Prediction Models With Survival Outcomes: Practical Guidance for Cox Proportional Hazards Models

Autor: McLernon, D.J., Giardiello, D., Calster, B. van, Wynants, L., Geloven, N. van, Smeden, M. van, Therneau, T., Steyerberg, E.W., STRATOS Initiative

Publikováno v: Annals of Internal Medicine, 176(1), 105-114. American College of Physicians
Annals of internal medicine, 176(1), 105-114. American College of Physicians
Annals of Internal Medicine. AMER COLL PHYSICIANS
Annals of Internal Medicine

Risk prediction models need thorough validation to assess their performance. Validation of models for survival outcomes poses challenges due to the censoring of observations and the varying time horizon at which predictions can be made. We aim to giv

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f738b9cdec1cc809468de3f0f0c0d0c7
https://doi.org/10.7326/m22-0844

STRengthening Analytical Thinking for Observational Studies: the STRATOS initiative

Autor: Sauerbrei, W, Abrahamowicz, M, Altman, DG, le Cessie, S, Carpenter, J, Andersen, PK, Altman, D, Becher, H, Binder, H, Blettner, M, Bodicoat, D, Bossuyt, P, Carroll, R, Chadha-Boreham, H, Collins, G, De Stavola, B, Duchateau, L, Evans, S, Freedman, L, Gail, M, Goetghebeur, E, Gustafson, P, Harrell, F, Huebner, M, Jenkner, C, Kipnis, V, Kuechenhoff, H, Cessie, SL, Lee, L, Macaskill, P, Moodie, E, Pearce, N, Quantin, C, Rahnenfuehrer, J, Royston, P, Schumacher, M, Sekula, P, Stefanski, L, Steyerberg, E, Therneau, T, Tilling, K, Vach, W, Vickers, A, Wacholder, S, Waernbaum, I, White, I, Woodward, M

Publikováno v: Statistics in Medicine, 33(30), 5413-5432
Statistics in medicine, 33(30), 5413-5432. John Wiley and Sons Ltd
Statistics in Medicine

The validity and practical utility of observational medical research depends critically on good study design, excellent data quality, appropriate statistical methods and accurate interpretation of results. Statistical methodology has seen substantial

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::48fee8c37a0b917c0f67609a0b779eed
http://hdl.handle.net/1887/104971

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