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 Principles of Agronomy for Sustainable Agriculture by Gerhard Tutz, Matthias Schmid
Cover of the book Vehicle and Automotive Engineering 2 by Gerhard Tutz, Matthias Schmid
Cover of the book Continuous and Distributed Systems by Gerhard Tutz, Matthias Schmid
Cover of the book Chiral Lewis Acids by Gerhard Tutz, Matthias Schmid
Cover of the book Neuropsychiatric Systemic Lupus Erythematosus by Gerhard Tutz, Matthias Schmid
Cover of the book Structural Information and Communication Complexity by Gerhard Tutz, Matthias Schmid
Cover of the book Complexity in Society: From Indicators Construction to their Synthesis by Gerhard Tutz, Matthias Schmid
Cover of the book Mathematical Modeling and Computational Intelligence in Engineering Applications by Gerhard Tutz, Matthias Schmid
Cover of the book Turkish Economy by Gerhard Tutz, Matthias Schmid
Cover of the book A NIME Reader by Gerhard Tutz, Matthias Schmid
Cover of the book Double Enumeration of Legislative Powers in a Sub-State Context by Gerhard Tutz, Matthias Schmid
Cover of the book Recent Advances in Traffic Engineering for Transport Networks and Systems by Gerhard Tutz, Matthias Schmid
Cover of the book Design Theory by Gerhard Tutz, Matthias Schmid
Cover of the book Scientific Inquiry in Mathematics - Theory and Practice by Gerhard Tutz, Matthias Schmid
Cover of the book The Challenges of the Digital Transformation in Education 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