Biology Faculty Proceedings, Presentations, Speeches, Lectures

Title

On Survival Categorical Methods with Applications in Epidemiology and AIDS Research

Event Name/Location

Applied Methods of Statistical Analysis: Applications in Survival Analysis, Reliability and Quality Control - Proceedings of the International Workshop / Novosibirsk, Russia

Document Type

Article

Publication Date

9-2013

Keywords

Survival Data, Right Censoring, Independent Censoring, Hypothesis Testing, Categorical Tests, Contrasts, Wald's Test, Nelson-Aalen Estimator, Kaplan-Meier Estimator, Cohort Analysis, AIDS Research, Genome Wide Association Study (GWAS)

Abstract

We consider methods of categorical data analysis applicable for the survival experimental design. Categorical tests for right censored survival data with applications to epidemiology and AIDS research are discussed. We introduce Wald’s type homogeneity tests based on Kaplan–Meier and Nelson–Aalen estimators for categorical null hypothesis in right censored survival data case. Classical tests for contingency tables and the survival Wald’s type tests are examined to assess their validity to use them for different kinds of statistical conclusions.

Comments

pg. 173 - 180