Rekodi ya ushahidi wa mbinu

Accelerated Failure Time Model

The Accelerated Failure Time model is a parametric regression approach to survival analysis — formally reviewed and advocated by L. J. Wei in 1992 — in which covariates act as multiplicative factors that directly stretch or compress the time-to-event scale. Unlike the Cox proportional-hazards model, which models how covariates shift the hazard rate, AFT models express the covariate effect as an acceleration or deceleration of the time axis itself.

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Rekodi ya chanzo

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Accelerated Failure Time (AFT) Model

Rekodi ya mbinu ya kiajenda · survival / survival

Wei, L. J. (1992). The Accelerated Failure Time Model: A Useful Alternative to the Cox Regression Model in Survival Analysis. Statistics in Medicine, 11(14–15), 1871–1879. · DOI 10.1002/sim.4780111409
Kalbfleisch, J. D. & Prentice, R. L. (2002). The Statistical Analysis of Failure Time Data (2nd ed.). Wiley. · ISBN 978-0471363576
Kleinbaum, D. G. & Klein, M. (2012). Survival Analysis: A Self-Learning Text (3rd ed.). Springer. · ISBN 978-1441966452

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Madai yamehifadhiwa katika daftari la ushahidi, kila moja ikiwa na tathmini yake.

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Mbinu zinazohusiana

Zilizotengenezwa kutoka kwa grafu ya mbinu na kuonyeshwa kama uhusiano uliopendekezwa na mashine — hakuna dai la ushahidi linalodokezwa.

Same method familyKaplan-Meiermachine-suggested · Relational suggestion, not evidence.Same method familyLog-Rank Testmachine-suggested · Relational suggestion, not evidence.Same method familyWeibull Regressionmachine-suggested · Relational suggestion, not evidence.