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Longitudinal Analysis: Modeling Within-Person Fluctuation and Change (Multivaria
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eBay-objectnummer:364802272450
Specificaties
- Objectstaat
- Book Title
- Longitudinal Analysis: Modeling Within-Person Fluctuation and Cha
- Genre
- Psychological theory, systems, schools and viewpoints
- ISBN
- 9780415876025
- Subject Area
- Experimental Psychology
- Publication Name
- Longitudinal Analysis: Modeling Within-Person Fluctuation and Change
- Publisher
- Taylor & Francis LTD
- Subject
- Classical Studies, Healthcare System
- Publication Year
- 2014
- Type
- Textbook
- Format
- Paperback
- Language
- English
- Item Height
- 254mm
- Item Width
- 178mm
- Item Weight
- 1134g
- Number of Pages
- 626 Pages
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Product Information
Longitudinal Analysis provides an accessible, application-oriented treatment of introductory and advanced linear models for within-person fluctuation and change. Organized by research design and data type, the text uses in-depth examples to provide a complete description of the model-building process. The core longitudinal models and their extensions are presented within a multilevel modeling framework, paying careful attention to the modeling concerns that are unique to longitudinal data. Written in a conversational style, the text provides verbal and visual interpretation of model equations to aid in their translation to empirical research results. Overviews and summaries, boldfaced key terms, and review questions will help readers synthesize the key concepts in each chapter. Written for non-mathematically-oriented readers, this text features: A description of the data manipulation steps required prior to model estimation so readers can more easily apply the steps to their own data An emphasis on how the terminology, interpretation, and estimation of familiar general linear models relates to those of more complex models for longitudinal data Integrated model comparisons, effect sizes, and statistical inference in each example to strengthen readers' understanding of the overall model-building process Sample results sections for each example to provide useful templates for published reports Examples using both real and simulated data in the text, along with syntax and output for SPSS, SAS, STATA, and Mplus at www.PilesOfVariance.com to help readers apply the models to their own data The book opens with the building blocks of longitudinal analysis-general ideas, the general linear model for between-person analysis, and between- and within-person models for the variance and the options within repeated measures analysis of variance. Section 2 introduces unconditional longitudinal models including alternative covariance structure models to describe within-person fluctuation over time and random effects models for within-person change. Conditional longitudinal models are presented in section 3, including both time-invariant and time-varying predictors. Section 4 reviews advanced applications, including alternative metrics of time in accelerated longitudinal designs, three-level models for multiple dimensions of within-person time, the analysis of individuals in groups over time, and repeated measures designs not involving time. The book concludes with additional considerations and future directions, including an overview of sample size planning and other model extensions for non-normal outcomes and intensive longitudinal data. Class-tested at the University of Nebraska-Lincoln and in intensive summer workshops, this is an ideal text for graduate-level courses on longitudinal analysis or general multilevel modeling taught in psychology, human development and family studies, education, business, and other behavioral, social, and health sciences. The book's accessible approach will also help those trying to learn on their own. Only familiarity with general linear models (regression, analysis of variance) is needed for this text.
Product Identifiers
Publisher
Taylor & Francis LTD
ISBN-13
9780415876025
eBay Product ID (ePID)
179263256
Product Key Features
Subject Area
Experimental Psychology
Publication Name
Longitudinal Analysis: Modeling Within-Person Fluctuation and Change
Format
Paperback
Language
English
Subject
Classical Studies, Healthcare System
Publication Year
2014
Type
Textbook
Number of Pages
626 Pages
Dimensions
Item Height
254mm
Item Width
178mm
Item Weight
1134g
Additional Product Features
Series Title
Multivariate Applications Series
Country/Region of Manufacture
United Kingdom
Objectbeschrijving van de verkoper
Informatie van zakelijke verkoper
Revival Books Ltd
Revival Books
Hall Carr Mill
Fallbarn Road
Rawtenstall
Lancashire
BB4 7NX
United Kingdom
Btw-nummer:
- GB 901578627
Handelsregistratienummer:
- 07693718
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