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Seminar of Chebyshev Laboratory on Probability Theory
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On categorical methods in survival data analysis S. V. Malov Saint Petersburg State University |
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Abstract: We consider right censored survival data models under independent censoring. The Nelson-Aalen and the Kaplan-Meier estimators and their asymptotic properties obtained by using the martingale techniques for point processes will be discussed. Moreover, we discuss the so-called actuarial estimator and its asymptotic properties. We create categorical goodness of fit tests for right censored survival data based on the asymptotic properties of the estimators. |
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