Data Analysis with Mplus (Paperback)
暫譯: 使用 Mplus 進行資料分析 (平裝本)

Christian Geiser

  • 出版商: The Guilford Press
  • 出版日期: 2012-11-14
  • 售價: $2,500
  • 貴賓價: 9.5$2,375
  • 語言: 英文
  • 頁數: 305
  • 裝訂: Paperback
  • ISBN: 1462502458
  • ISBN-13: 9781462502455
  • 相關分類: Data Science
  • 無法訂購

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商品描述

A practical introduction to using Mplus for the analysis of multivariate data, this volume provides step-by-step guidance, complete with real data examples, numerous screen shots, and output excerpts. The author shows how to prepare a data set for import in Mplus using SPSS. He explains how to specify different types of models in Mplus syntax and address typical caveats--for example, assessing measurement invariance in longitudinal SEMs. Coverage includes path and factor analytic models as well as mediational, longitudinal, multilevel, and latent class models. Specific programming tips and solution strategies are presented in boxes in each chapter. The companion website (http://crmda.ku.edu/guilford/geiser) features data sets, annotated syntax files, and output for all of the examples. Of special utility to instructors and students, many of the examples can be run with the free demo version of Mplus.

商品描述(中文翻譯)

本書是使用 Mplus 進行多變量數據分析的實用入門指南,提供逐步指導,並附有真實數據範例、眾多螢幕截圖和輸出摘錄。作者展示了如何使用 SPSS 準備數據集以便匯入 Mplus。他解釋了如何在 Mplus 語法中指定不同類型的模型,並處理典型的注意事項,例如在縱向結構方程模型(SEM)中評估測量不變性。內容涵蓋路徑和因素分析模型,以及中介、縱向、多層次和潛在類別模型。每章中都以框框的形式提供具體的程式設計提示和解決策略。伴隨的網站(http://crmda.ku.edu/guilford/geiser)提供所有範例的數據集、註解語法檔和輸出。對於教師和學生來說,許多範例可以使用 Mplus 的免費試用版運行,特別實用。