Structural Equation Models
From Paths to Networks
Seiten
2016
|
1. Softcover reprint of the original 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-38631-7 (ISBN)
Springer International Publishing (Verlag)
978-3-319-38631-7 (ISBN)
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.
An Introduction to Structural Equation Models.- A Brief History of Structural Equation Models.- Partial Least Squares Path Analysis.- LISREL and its Progeny.- Systems of Regression Equations.- Data Collection, Control and Sample Size.- Survey and Questionnaire Data.- Research Structure and Paradigms.- From Paths to Networks: The Evolving Science of Networks.
Erscheinungsdatum | 21.10.2016 |
---|---|
Reihe/Serie | Studies in Systems, Decision and Control |
Zusatzinfo | IX, 175 p. 47 illus., 32 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Technik | |
Schlagworte | Applications of Graph Theory and Complex Networks • Artificial Intelligence • Complex analysis, complex variables • Computational Intelligence • Engineering • Engineering: general • Geochemistry • Geoengineering, Foundations, Hydraulics • Industrial applications of scientific research and • Innovation/Technology Management • Latent Variable Constructs • Latent Variables • Likert Scale • Likert Scale Data • Mathematical Physics • Meteorology and climatology • Partial Least Squares • Path Analysis • Psychological testing and measurement • Psychometrics • Research and Development Management • SEM • SEM Computer Fitting • SEM Systems of Regression • Social research and statistics • Statistics for Social Science, Behavorial Science, • structural equation models |
ISBN-10 | 3-319-38631-X / 331938631X |
ISBN-13 | 978-3-319-38631-7 / 9783319386317 |
Zustand | Neuware |
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