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Multivariate Applications in Substance Use Research - New Methods for New Questions (Paperback) Loot Price: R1,213
Discovery Miles 12 130
You Save: R104 (8%)
Multivariate Applications in Substance Use Research - New Methods for New Questions (Paperback): Jennifer S Rose, Laurie...

Multivariate Applications in Substance Use Research - New Methods for New Questions (Paperback)

Jennifer S Rose, Laurie Chassin, Clark C. Presson, Steven J. Sherman

Series: Multivariate Applications Series

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List price R1,317 Loot Price R1,213 Discovery Miles 12 130 | Repayment Terms: R114 pm x 12* You Save R104 (8%)

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This edited volume introduces the latest advances in quantitative methods and illustrates ways to apply these methods to important questions in substance use research. The goal is to provide a forum for dialogue between methodologists developing innovative multivariate statistical methods and substance use researchers who have produced rich data sets. Reflecting current research trends, the book examines the use of longitudinal techniques to measure processes of change over time. Researchers faced with the task of studying the causes, course, treatment, and prevention of substance use and abuse will find this volume helpful for applying these techniques to make optimal use of their data. This innovative volume: introduces the use of latent curve methods for describing individual trajectories of adolescent substance use over time; explores methods for analyzing longitudinal data for individuals nested within groups, such as families, classrooms, and treatment groups; demonstrates how different patterns of missing data influence the interpretation of results; reports on some recent advances in longitudinal growth modeling; illustrates methods to assess mediation when there are multiple mediating pathways underlying an intervention effect; describes methods to identify moderating relations in structural equation models; demonstrates the use of structural equation models to evaluate a preventive intervention; applies epidemic modeling techniques to understand the spread of substance use in society; illustrates the use of latent transition analysis to model substance use as a series of stages; and applies logistic regression to prospectively predict smoking cessation.

General

Imprint: Psychology Press
Country of origin: United Kingdom
Series: Multivariate Applications Series
Release date: June 2015
First published: 2000
Editors: Jennifer S Rose • Laurie Chassin • Clark C. Presson • Steven J. Sherman
Dimensions: 229 x 152 x 19mm (L x W x T)
Format: Paperback
Pages: 360
ISBN-13: 978-1-138-01250-9
Categories: Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Social sciences > Psychology > Psychological methodology > General
Books > Medicine > General issues > Public health & preventive medicine > Epidemiology & medical statistics
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LSN: 1-138-01250-5
Barcode: 9781138012509

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