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Latent Variable Models
John C. Loehlin
其他書名
An Introduction to Factor, Path, and Structural Analysis
出版
Lawrence Erlbaum Associates
, 1992
主題
Business & Economics / Statistics
Education / Educational Psychology
Education / Statistics
Mathematics / Probability & Statistics / General
Mathematics / Probability & Statistics / Multivariate Analysis
Psychology / General
Psychology / Psychotherapy / General
Psychology / Research & Methodology
Psychology / Statistics
ISBN
0805810838
9780805810837
URL
http://books.google.com.hk/books?id=qxvvAAAAMAAJ&hl=&source=gbs_api
註釋
This book provides an introduction to a rapidly-growing area in the social and behavioral sciences -- the modeling of systems in which one or more variables are hypothesized, but not directly observed. Providing a conceptually unified treatment of modeling of this type -- exploratory and confirmatory factor analysis, path analysis, and structural equation analysis -- it is intended to introduce these techniques to individuals who have had some exposure to statistical methods in general, but are beginners in this particular area. Using an inductive and informal approach, it emphasizes the use of path diagrams and a variety of concrete examples, and keeps the mathematics largely intuitive. Examples are drawn from a variety of fields, including psychometrics, sociology, psychology, education and behavior genetics. Although some introductory material is provided for
LISREL, EQS
, and
CALIS
, and for exploratory factor analysis programs in
SAS, SPSS
, and
BMPD
, the book is not closely tied to any one computer program or statistical package.