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401-8624-25L

Likelihood & Regression II (University of Zurich)

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Last Updated: 2026-07-21 00:35:41

Abstract

Concepts developed in Part I are applied to the analysis of censored outcomes. Interval-, left-, and right-censoring as well as the concept of truncation are introduced and corresponding formulations of the likelihood discussed. Transformation models, such as proportional hazards or proportional odds models, for the analysis of right-censored observations are recapitulated from Part I. [...]

Content

Concepts developed in Part I are applied to the analysis of censored outcomes. Interval-, left-, and right-censoring as well as the concept of truncation are introduced and corresponding formulations of the likelihood discussed. Transformation models, such as proportional hazards or proportional odds models, for the analysis of right-censored observations are recapitulated from Part I. Time-varying effect models, frailty models, cure models, and competing risk approaches complete the treatment of models for censored outcomes.

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