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About Accelerated Failure Time Models: Patrick Breheny
The document discusses accelerated failure time (AFT) models, which model the relationship between covariates and the log of time-to-event. Specifically, it covers: 1) The general form of AFT models and how they differ from proportional hazards models by acting multiplicatively on time rather than the hazard. 2) An example of a lognormal AFT model and how its coefficients have a multiplicative effect on failure time. 3) Similarities and differences between AFT and proportional hazards models in how covariates impact the hazard function and survival curves.
Detailed Information
| Author: | ['Erlan Saputraa'] |
|---|---|
| Publication Year: | 2018 |
| Pages: | 25 |
| Language: | English |
| Format: | |
| Price: | FREE |
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