Westland J. Christopher Structural Equation Models: From Paths to Networks 9783030125103

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Автор: Westland J. Christopher
Название: Structural Equation Models: From Paths to Networks
ISBN: 9783030125103
Издательство: Springer
Классификация:

Социальные исследования и статистика

Психологическое тестирование и психологические параметры

Управление НИОКР

Медицинское оборудования и методики его эксплуатации

Метеорология и климатология

Искусственный интеллект

ISBN-10: 3030125106
Обложка/Формат: Paperback
Страницы: 149
Вес: 0.23 кг.
Дата издания: 25.09.2020
Серия: Studies in systems, decision and control
Язык: English
Издание: 2nd ed. 2019
Иллюстрации: 20 tables, color; 18 illustrations, color; 18 illustrations, black and white; ix, 149 p. 36 illus., 18 illus. in color.
Размер: 23.39 x 15.60 x 0.86 cm
Читательская аудитория: Professional & vocational
Подзаголовок: From paths to networks
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание:

This new edition surveys the full range of available structural equation modeling (SEM) methodologies. The book has been updated throughout to reflect the arrival of new software packages, which have made analysis much easier than in the past. Applications in a broad range of disciplines are discussed, particularly in the social sciences where many key concepts are not directly observable. This book presents SEMs development in its proper historical context-essential to understanding the application, strengths and weaknesses of each particular method. This book also surveys the emerging path and network approaches that complement and enhance SEM, and that are growing in importance. SEMs ability to accommodate unobservable theory constructs through latent variables is of significant importance to social scientists. Latent variable theory and application are comprehensively explained and methods are presented for extending their power, including guidelines for data preparation, sample size calculation and the special treatment of Likert scale data. Tables of software, methodologies and fit statistics provide a concise reference for any research program, helping assure that its conclusions are defensible and publishable.

Structural Equation Models: From Paths to Networks, Westland J. Christopher