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Survival Analysis and Censored Data

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An Introduction to Statistical Learning

Part of the book series: Springer Texts in Statistics ((STS))

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Abstract

In this chapter, we will consider the topics of survival analysis and censored data. These arise in the analysis of a unique kind of outcome variable: the time until an event occurs.

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Authors and Affiliations

  1. Department of Data Science and Operations, University of Southern California, Los Angeles, CA, USA

    Gareth James

  2. Department of Statistics, University of Washington, Seattle, WA, USA

    Daniela Witten

  3. Department of Statistics, Stanford University, Stanford, CA, USA

    Trevor Hastie & Robert Tibshirani

Authors
  1. Gareth James
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  2. Daniela Witten
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  3. Trevor Hastie
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  4. Robert Tibshirani
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Corresponding author

Correspondence to Gareth James .

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James, G., Witten, D., Hastie, T., Tibshirani, R. (2021). Survival Analysis and Censored Data. In: An Introduction to Statistical Learning. Springer Texts in Statistics. Springer, New York, NY. https://doi.org/10.1007/978-1-0716-1418-1_11

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