자료유형  

 단행본

Control Number  

n868490501

International Standard Book Number  

9781317768760 (electronic bk.)

International Standard Book Number  

1317768760 (electronic bk.)

Library of Congress Call Number  

HA29 .M4385 2014

Dewey Decimal Classification Number  

519.9

Main Entry-Personal Name  

McDonald, Roderick P.

Publication, Distribution, etc. (Imprint  

Hoboken : Taylor and Francis, 2014

Physical Description  

1 online resource (476 pages)

Formatted Contents Note  

완전내용Cover; Title; Copyright; Contents; Dedication; Preface; 1. Introduction; 1.1 Aims of the Book; 1.2 Review of Basic Concepts; 1.3 Multiple Regression Theory: The Foundation of Factor Analysis; 1.4 Some Basic Multivariate Hypotheses; 1.5 The Key Concepts of Common Factor Analysis; 1.6 Mathematical Notes on Chapter 1; 2. Exploratory Common Factor Analysis; 2.1 The Parameters of the Common Factor Model; 2.2 Estimation; 2.3 Component Theory, Image Theory, Approximate Methods, and Heywood Cases; 2.4 Devices for Approximating Simple Structure; 2.5 Related Methods; 2.6 Mathematical Notes on Chapter 2.

Formatted Contents Note  

완전내용3. The Analysis of Covariance Structures: Confirmatory Factor Analysis and Pattern Hypotheses3.1 Introduction; 3.2 Confirmatory Factor Analysis; 3.3 Pattern Hypotheses and Parallel Tests; 3.4 Mathematical Notes on Chapter 3; 4. Models for Linear Structural Relations; 4.1 Causal Relations and Causal Modeling; 4.2 McArdle's Model for Linear Structural Relations; 4.3 Mathematical Notes on Chapter 4; 5. The Problem of Factor Scores; 5.1 Factor Analysis as a Test Construction Device; 5.2 The Estimation of Common Factors; 5.3 The Indeterminacy of Common Factors; 5.4 Mathematical Notes on Chapter 5.

Formatted Contents Note  

완전내용6. Problems of Relationship Between Factor Analyses6.1 The Comparison of Separate Analyses; 6.2 Simultaneous Factor Analysis in Several Populations; 6.3 Repeated-Measures Designs; 7. Item Response Theory; 7.1 The Problem of Binary (Dichotomous) Data; 7.2 Item Response Theory-Latent Trait Theory; 7.3 Factor Analysis and Test Theory; 8. Summary; 8.1 Introduction; 8.2 Exploratory Common Factor Analysis; 8.3 The Analysis of Covariance Structures; 8.4 Models for Linear Structural Relations; 8.5 The Problem of Factor Scores; 8.6 Problems of Relationship Between Factor Analyses.

Formatted Contents Note  

완전내용8.7 Item Response TheoryAppendix-Some Matrix Algebra; A.1 Matrices, Vectors, Scalars; A.2 Matrix Equalities, Sums and Differences; A.3 Multiplication-Length of a Vector; A.4 The Trace of a Matrix; A.5 Special Matrices; A.6 The Inverse of a Matrix; A.7 Determinants; A.8 Partitioned Matrices; A.9 Expected Values; References; Author Index; Subject Index.

Summary, Etc.  

요약Factor Analysis is a genetic term for a somewhat vaguely delimited set of techniques for data processing, mainly applicable to the social and biological sciences. These techniques have been developed for the analysis of mutual relationships among a number of measurements made on a number of measurable entities. In the broad sense, factor analysis comprises a number of statistical models which yield testable hypotheses -- hypotheses that may confirm or disconfirm in terms of the usual statistical procedures for making tests of significance. It also comprises a number of simplifying proce.

Subject Added Entry-Topical Term  

Social sciences Statistical methods

Subject Added Entry-Topical Term  

Factor analysis

Subject Added Entry-Topical Term  

MATHEMATICS Applied.

Subject Added Entry-Topical Term  

MATHEMATICS Probability & Statistics General.

Subject Added Entry-Topical Term  

Factor analysis.

Subject Added Entry-Topical Term  

Social sciences Statistical methods.

Additional Physical Form Entry  

Print versionMcDonald, Roderick P. Factor Analysis and Related Methods. Hoboken : Taylor and Francis, ©2014 9780898593884

Electronic Location and Access  

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Control Number  

joongbu:498786