Statistical Modelling of Survival Data with Random Effects is popular PDF and ePub book, written by Il Do Ha in 2018-01-02, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Statistical Modelling of Survival Data with Random Effects can be Read Online from any device for your convenience.
Statistical Modelling of Survival Data with Random Effects Book PDF Summary
This book provides a groundbreaking introduction to the likelihood inference for correlated survival data via the hierarchical (or h-) likelihood in order to obtain the (marginal) likelihood and to address the computational difficulties in inferences and extensions. The approach presented in the book overcomes shortcomings in the traditional likelihood-based methods for clustered survival data such as intractable integration. The text includes technical materials such as derivations and proofs in each chapter, as well as recently developed software programs in R (“frailtyHL”), while the real-world data examples together with an R package, “frailtyHL” in CRAN, provide readers with useful hands-on tools. Reviewing new developments since the introduction of the h-likelihood to survival analysis (methods for interval estimation of the individual frailty and for variable selection of the fixed effects in the general class of frailty models) and guiding future directions, the book is of interest to researchers in medical and genetics fields, graduate students, and PhD (bio) statisticians.
Detail Book of Statistical Modelling of Survival Data with Random Effects PDF
- Author : Il Do Ha
- Release : 02 January 2018
- Publisher : Springer
- ISBN : 9789811065576
- Genre : Mathematics
- Total Page : 283 pages
- Language : English
- PDF File Size : 16,8 Mb
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