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- catalog abstract ""This book provides a comprehensive introduction to the theory of growth curve models with an emphasis on statistical diagnostics. A variety of issues relating to model development, estimation, inference, and diagnostics is addressed, and criteria for detecting outliers and influential observations are developed within likelihood and Bayesian frameworks." "This book is intended for postgraduates and statisticians whose research involves longitudinal modelling, multivariate analysis, and statistical diagnostics. Scientists engaged in analyzing longitudinal and repeated measures data will also find the book useful. The authors provide a sound theoretical development of growth curve models but also emphasize their application by providing worked examples in each chapter. The book assumes a basic knowledge of matrix algebra and linear regression."--Jacket.".
- catalog contributor b11920597.
- catalog contributor b11920598.
- catalog created "c2002.".
- catalog date "2002".
- catalog date "c2002.".
- catalog dateCopyrighted "c2002.".
- catalog description ""This book is intended for postgraduates and statisticians whose research involves longitudinal modelling, multivariate analysis, and statistical diagnostics. Scientists engaged in analyzing longitudinal and repeated measures data will also find the book useful. The authors provide a sound theoretical development of growth curve models but also emphasize their application by providing worked examples in each chapter. The book assumes a basic knowledge of matrix algebra and linear regression."--Jacket.".
- catalog description ""This book provides a comprehensive introduction to the theory of growth curve models with an emphasis on statistical diagnostics. A variety of issues relating to model development, estimation, inference, and diagnostics is addressed, and criteria for detecting outliers and influential observations are developed within likelihood and Bayesian frameworks."".
- catalog description "Includes bibliographical references (p. [361]-377) and indexes.".
- catalog extent "xvii, 387 p. :".
- catalog identifier "0387950532 (alk. paper)".
- catalog isPartOf "Springer series in statistics".
- catalog issued "2002".
- catalog issued "c2002.".
- catalog language "eng".
- catalog publisher "New York : Springer,".
- catalog subject "519.2/35 21".
- catalog subject "Linear models (Statistics)".
- catalog subject "Multivariate analysis.".
- catalog subject "QA279 .P36 2002".
- catalog title "Growth curve models and statistical diagnostics / Jian-Xin Pan, Kai-Tai Fang.".
- catalog type "text".