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Joint Modeling of Longitudinal and Time-to-Event Data (Chapman & Hall/CRC Monographs on Statistics and Applied Prob) - Softcover

Buch 67 von 110: ISSN

Elashoff, Robert; Li, Gang; Li, Ning

 
9780367570576: Joint Modeling of Longitudinal and Time-to-Event Data (Chapman & Hall/CRC Monographs on Statistics and Applied Prob)
Softcover
ISBN 10: 0367570572 ISBN 13: 9780367570576
Verlag: Routledge, 2020

Inhaltsangabe

Longitudinal studies often incur several problems that challenge standard statistical methods for data analysis. These problems include non-ignorable missing data in longitudinal measurements of one or more response variables, informative observation times of longitudinal data, and survival analysis with intermittently measured time-dependent covariates that are subject to measurement error and/or substantial biological variation. Joint modeling of longitudinal and time-to-event data has emerged as a novel approach to handle these issues.





Joint Modeling of Longitudinal and Time-to-Event Data

provides a systematic introduction and review of state-of-the-art statistical methodology in this active research field. The methods are illustrated by real data examples from a wide range of clinical research topics. A collection of data sets and software for practical implementation of the joint modeling methodologies are available through the book website.



This book serves as a reference book for scientific investigators who need to analyze longitudinal and/or survival data, as well as researchers developing methodology in this field. It may also be used as a textbook for a graduate level course in biostatistics or statistics.

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Über die Autorin bzw. den Autor

Robert Elashoff, Gang Li, Ning Li

Von der hinteren Coverseite

Joint Modeling of Longitudinal and Time-to-Event Data provides a systematic introduction and review of state-of-the-art statistical methodology in this active research field. The methods are illustrated by real data examples from a wide range of clinical research topics. A collection of data sets and software for practical implemen

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Verlag
Routledge
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
0367570572
ISBN 13 
9780367570576
Einband
Taschenbuch
Anzahl der Seiten
261
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
gpsr@libri.de
gpsr@libri.de

Europaallee 1
Bad Hersfeld
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Deutschland