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Factor Analysis and Related Methods
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | McDonald, Roderick P. |
| 서명/저자사항 | Factor Analysis and Related Methods. |
| 발행사항 | Hoboken : Taylor and Francis, 2014. |
| 형태사항 | 1 online resource (476 pages) |
| 소장본 주기 | eBooks on EBSCOhostAll EBSCO eBooks |
| ISBN | 9781317768760 1317768760 |
| 내용주기 | Cover; 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. 3. 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. 6. 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. 8.7 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. |
| 요약 | Factor 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. |
| 일반주제명 | Social sciences -- Statistical methods. Factor analysis. MATHEMATICS -- Applied. MATHEMATICS -- Probability & Statistics -- General. Factor analysis. Social sciences -- Statistical methods. |
| 언어 | 영어 |
| 기타형태 저록 | Print version:McDonald, Roderick P.Factor Analysis and Related Methods.Hoboken : Taylor and Francis, 짤20149780898593884 |
| 대출바로가기 | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=686918 |
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| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00007496 | 519.9 | 가야대학교/전자책서버(컴퓨터서버)/ | 대출가능 |
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