Skew-Normal Model Theories and Their Applications
Edition: First edition
Publisher: CRC Press
Published: November 8, 2024
Place of publication: Boca Raton, Florida, USA
Language: eng
Format: Hardcover
Number of pages: 280
ISBN-13: 9781032694696
Copyright date: ©2024
Description: This book focuses on several skew-normal mixed effects models, and systematically explores the statistical inference theories, methods, and applications of parameters of interest. This book is of academic value, since it helps to establish a series of statistical inference theories and methods for skew-normal mixed effects models. It will also provide efficient methods and tools for practical data analysis in various fields including economics, finance, biology and medical science, which features its application value.
Notes: Contains bibliographic references and index.
Table of contents: title: --Preface.; title: --Introduction.; title: --Preliminary Knowledge.; title: --Location Parameter of Skew-Normal Population.; title: --Common Location Parameter of Skew-Normal Populations.; title: --One-Way Classification Model with Skew-Normal Random Effects.; title: --Unbalanced One-Way Classification Model with Skew-Normal Random Effects.; title: --Skew-Normal Unbalanced Heteroscedastic One-Way Classification Random Effects Model.; title: --Skew-Normal Unbalanced Panel Model with One-Way Error Component.; title: --Skew-Normal Two-Way Classification Random Effects Model with Interaction.; title: --Skew-Normal Mixed Effects Model.; title: --References.; title: --Index.