220 Pages
by
Chapman & Hall
220 Pages
by
Chapman & Hall
220 Pages
by
Chapman & Hall
Also available as eBook on:
Add the Empirical Likelihood to Your Nonparametric Toolbox Empirical Likelihood Method in Survival Analysis explains how to use the empirical likelihood method for right censored survival data. The author uses R for calculating empirical likelihood and includes many worked out examples with the associated R code. The datasets and code are available for download on his website and CRAN.... Read more
Introduction. Empirical Likelihood for Linear Functionals of Hazard. Empirical Likelihood for Linear Functionals of the Cumulative Distribution Function. Empirical Likelihood Analysis of the Cox Model. Empirical Likelihood Analysis of Accelerated Failure Time Models. Computation of Empirical Likelihood Ratio with Censored Data. Optimality of Empirical Likelihood and Plug-in Empirical Likelihood. Miscellaneous. Bibliography. Index.
Biography
Mai Zhou is a professor in the Department of Statistics at the University of Kentucky. His research interests include large sample theory and survival analysis. He earned a PhD from Columbia University.
