Modeling Discrete Time-to-Event Data

Name: Modeling Discrete Time-to-Event Data
Brand: Springer International Publishing AG
SKU: 9783319281568
Price: 105.13 EUR
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Autor: Gerhard Tutz, Matthias Schmid

Jazyk:

Väzba: Pevná

Vydavateľ: Springer International Publishing AG

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105.13 €

This book focuses on statistical methods for the§analysis of discrete failure times. Failure time an...

Informácie o knihe

Autor

Gerhard Tutz, Matthias Schmid

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2016

Stránok

247

EAN

9783319281568

ISBN

3319281569

Enbook ID

02856931

Vydavateľ

Springer International Publishing AG

Hmotnosť

548

Rozmery

242 x 166 x 21

Kompletný popis

This book focuses on statistical methods for the§analysis of discrete failure times. Failure time analysis is one of the most§important fields in statistical research, with applications affecting a wide§range of disciplines, in particular, demography, econometrics, epidemiology and§clinical research. Although there are a large variety of statistical methods§for failure time analysis, many techniques are designed for failure times that§are measured on a continuous scale. In empirical studies, however, failure§times are often discrete, either because they have been measured in intervals§(e.g., quarterly or yearly) or because they have been rounded or grouped. The§book covers well-established methods like life-table analysis and discrete§hazard regression models, but also introduces state-of-the art techniques for§model evaluation, nonparametric estimation and variable selection. Throughout,§the methods are illustrated by real life applications, and relationships to§survival analysis in continuous time are explained. Each section includes a set§of exercises on the respective topics. Various functions and tools for the§analysis of discrete survival data are collected in the R package discSurv that§accompanies the book.§

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Modeling Discrete Time-to-Event Data

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