Modeling Discrete Time-to-Event Data

Nonfiction, Health & Well Being, Medical, Reference, Biostatistics, Science & Nature, Mathematics, Statistics
Cover of the book Modeling Discrete Time-to-Event Data by Gerhard Tutz, Matthias Schmid, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Gerhard Tutz, Matthias Schmid ISBN: 9783319281582
Publisher: Springer International Publishing Publication: June 14, 2016
Imprint: Springer Language: English
Author: Gerhard Tutz, Matthias Schmid
ISBN: 9783319281582
Publisher: Springer International Publishing
Publication: June 14, 2016
Imprint: Springer
Language: English

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. 

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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. 

More books from Springer International Publishing

Cover of the book Flow Boiling in Expanding Microchannels by Gerhard Tutz, Matthias Schmid
Cover of the book New Insights From Recent Studies in Historical Astronomy: Following in the Footsteps of F. Richard Stephenson by Gerhard Tutz, Matthias Schmid
Cover of the book A Justice-Based Approach for New Media Policy by Gerhard Tutz, Matthias Schmid
Cover of the book Biological Remediation of Explosive Residues by Gerhard Tutz, Matthias Schmid
Cover of the book Epistolarity and World Literature, 1980-2010 by Gerhard Tutz, Matthias Schmid
Cover of the book How Aspirin Entered Our Medicine Cabinet by Gerhard Tutz, Matthias Schmid
Cover of the book Progress in Optomechatronic Technologies by Gerhard Tutz, Matthias Schmid
Cover of the book Semantic Web by Gerhard Tutz, Matthias Schmid
Cover of the book Integrative Production Technology by Gerhard Tutz, Matthias Schmid
Cover of the book Carbon by Gerhard Tutz, Matthias Schmid
Cover of the book Proceedings of the Fourth Euro-China Conference on Intelligent Data Analysis and Applications by Gerhard Tutz, Matthias Schmid
Cover of the book The Women Who Popularized Geology in the 19th Century by Gerhard Tutz, Matthias Schmid
Cover of the book Materials for Sustainable Infrastructure by Gerhard Tutz, Matthias Schmid
Cover of the book Computation, Cryptography, and Network Security by Gerhard Tutz, Matthias Schmid
Cover of the book Interest Groups, Water Politics and Governance by Gerhard Tutz, Matthias Schmid
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy