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Censoring and Stochastic Integrals

Censoring and Stochastic Integrals

Paperback (21 May 2021)

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Publisher's Synopsis

We study the basic nonparametric statistical methods of survival analysis using the tools of counting processes, martingale theory, and stochastic integration, introduced by O. O. Aalen. Covered are: the two-sample tests of Gehan and of Efron, the two sample log rank test of Mantel and others; and the Kaplan Meier estimator. Asymptotic normality under a wide range of censoring mechanisms is obtained using the martingale central limit theorem.

Book information

ISBN: 9798507748556
Publisher: Independently Published
Imprint: Independently Published
Pub date:
Language: English
Number of pages: 184
Weight: 254g
Height: 229mm
Width: 152mm
Spine width: 10mm