Structural Equation Models: From Paths to Networks (Studies in Systems, Decision and Control)
暫譯: 結構方程模型:從路徑到網絡(系統、決策與控制研究)

J. Christopher Westland

  • 出版商: Springer
  • 出版日期: 2016-10-17
  • 售價: $3,420
  • 貴賓價: 9.5$3,249
  • 語言: 英文
  • 頁數: 175
  • 裝訂: Paperback
  • ISBN: 331938631X
  • ISBN-13: 9783319386317
  • 海外代購書籍(需單獨結帳)

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商品描述

This compact reference surveys the full range of available structural equation modeling (SEM) methodologies. It reviews applications in a broad range of disciplines, particularly in the social sciences where many key concepts are not directly observable. This is the first book to present SEM’s 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 will grow importance in the near future. SEM’s 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.

商品描述(中文翻譯)

這本簡明的參考書調查了可用的結構方程模型(SEM)方法的全範圍。它回顧了在廣泛學科中的應用,特別是在社會科學中,許多關鍵概念並不是直接可觀察的。這是第一本將SEM的發展置於適當歷史背景中的書籍,這對於理解每種特定方法的應用、優勢和劣勢至關重要。本書還調查了新興的路徑和網絡方法,這些方法補充並增強了SEM,並且在不久的將來將變得越來越重要。SEM通過潛在變量來容納不可觀察的理論構造,對社會科學家來說具有重要意義。潛在變量理論和應用得到了全面解釋,並提出了擴展其能力的方法,包括數據準備、樣本大小計算和Likert量表數據的特殊處理的指導方針。軟體、方法論和擬合統計的表格為任何研究計劃提供了簡明的參考,幫助確保其結論是可辯護和可發表的。

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