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 The Universal Coefficient Theorem and Quantum Field Theory by Gerhard Tutz, Matthias Schmid
Cover of the book Business Information Systems Workshops by Gerhard Tutz, Matthias Schmid
Cover of the book Critical Theory and the Thought of Andrew Feenberg by Gerhard Tutz, Matthias Schmid
Cover of the book Index Modulation for 5G Wireless Communications by Gerhard Tutz, Matthias Schmid
Cover of the book Advances in Human Factors in Communication of Design by Gerhard Tutz, Matthias Schmid
Cover of the book Advances in National Brand and Private Label Marketing by Gerhard Tutz, Matthias Schmid
Cover of the book International Relations, Music and Diplomacy by Gerhard Tutz, Matthias Schmid
Cover of the book Avant-garde Orientalism by Gerhard Tutz, Matthias Schmid
Cover of the book New Localism by Gerhard Tutz, Matthias Schmid
Cover of the book Digital Image Processing: Practical Approach by Gerhard Tutz, Matthias Schmid
Cover of the book Communicating Climate-Change and Natural Hazard Risk and Cultivating Resilience by Gerhard Tutz, Matthias Schmid
Cover of the book Management of Breast Diseases by Gerhard Tutz, Matthias Schmid
Cover of the book Digital Defense by Gerhard Tutz, Matthias Schmid
Cover of the book The Semantic Web: ESWC 2014 Satellite Events by Gerhard Tutz, Matthias Schmid
Cover of the book Transcriptomics in Health and Disease 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