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Viac informácií o knihe Multivariate Longitudinal Data Analysis

• Parametre knihy
• Anotácia kniha
• Obľúbené z iného súdka

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Anotácia knihy

Longitudinal data (LD) occurs when repeated measurements from the same subject are observed over time. In this book, exploratory data analysis (EDA) and models are utilized jointly to analyze LD which leads to stronger and better justified conclusions. Here we catalog the general principles of EDA for multivariate LD, and illustrate the use of the linked brushing approach for studying the mean structure over time. We also introduce models for multivariate longitudinal binary data: Marginalized transition random effects models (MTREM). These models exploit the marginal covariate effects while accounting for the dependence across time and responses. The methods are illustrated on several real datasets. It is possible to reveal the unexpected, to explore the interaction between responses and covariates, to observe the individual variations, and to understand structure in multiple dimensions by using these methods. The text includes visualization tools, detailed derivations for the models and computer code examples. This book will be of interest to students and researchers in (bio)statistics, social sciences and related fields.

Parametre knihy

Zaradenie knihy Knihy po anglicky Economics, finance, business & management Economics Econometrics

• Celý názov: Multivariate Longitudinal Data Analysis
• Autor: Ozlem Ilk
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 180
• EAN: 9783639072549
• ISBN: 3639072545
• ID: 04334033
• Nakladateľ: VDM Verlag Dr. Mueller E.K.
• Hmotnosť: 249 g
• Rozmery: 229 × 152 × 10 mm
• Dátum vydania: 20. August 2008

Obľúbené z iného súdka

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