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Joint Modeling of Longitudinal and Time-to-Event Data
Engelsk
Bogcover for Joint Modeling of Longitudinal and Time-to-Event Data af Ning Li, Robert Elashoff, Gang Li, 9780367570576
Specifikationer
Sprog:
Engelsk
Sider:
241
ISBN-13:
9780367570576
Indbinding:
Paperback
ISBN-10:
0367570572
Udg. Dato:
30 jun 2020
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
30 jun 2020
Forfatter(e):

Joint Modeling of Longitudinal and Time-to-Event Data

Engelsk
Paperback 2020
Format:

Bog beskrivelse

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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Specifikationer
Sprog:
Engelsk
Sider:
241
ISBN-13:
9780367570576
Indbinding:
Paperback
ISBN-10:
0367570572
Udg. Dato:
30 jun 2020
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
30 jun 2020
Forfatter(e):
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