Data Analysis with Competing Risks and Intermediate States

Language: English

Published by CRC Press Dez 2020, 2020

0367738058 / 9780367738051

Series: Book 52 of 155 - Chapman & Hall/CRC Biostatistics

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Softcover

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Neuware - Data Analysis with Competing Risks and Intermediate States explains when and how to use models and techniques for the analysis of competing risks and intermediate states. It covers the most recent insights on estimation techniques and discusses in detail how to interpret the obtained results.After introducing example studies from the biomedical and epidemiological fields, the book formally defines the concepts that play a role in analyses with competing risks and intermediate states. It addresses nonparametric estimation of the relevant quantities. The book then shows how to use a stacked data set that offers great flexibility in the modeling of covariable effects on the transition rates between states. It also describes three ways to quantify effects on the cumulative scale.Each chapter includes standard exercises that reflect on the concepts presented, a section on software that explains options in SAS and Stata and the functionality in the R program, and computer practicals that allow readers to practice with the techniques using an existing data set of bone marrow transplant patients. The book's website provides the R code for the computer practicals along with other material.For researchers with some experience in the analysis of standard time-to-event data, this practical and thorough treatment extends their knowledge and skills to the competing risks and multi-state settings. Researchers from other fields can also easily translate individuals and diseases to units and phenomena from their own areas.…

Seller Inventory # 9780367738051

Title
Data Analysis with Competing Risks and Intermediate States
Author
Ronald B Geskus
Publisher
CRC Press Dez 2020
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
0367738058
ISBN 13
9780367738051
Item weight
358 grams
Dimensions
231x155x15 mm
Series
Book 52 of 155: Chapman & Hall/CRC Biostatistics

AHA-BUCH GmbH

Einbeck, Germany

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