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Principles and practice of structural equation modeling Fourth edition
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| 자료유형 | 단행본 |
|---|---|
| 서명/저자사항 | Principles and practice of structural equation modeling/ Rex B. Kline. |
| 개인저자 | Kline, Rex B.,author. |
| 판사항 | Fourth edition. |
| 형태사항 | 1 online resource (xvii, 534 pages): illustrations. |
| 총서사항 | Methodology in the social sciences |
| 기타형태 저록 | Original 146252334X 9781462523344 |
| ISBN | 9781462523368 1462523366 |
| 서지주기 | Includes bibliographical references and indexes. |
| 내용주기 | Part I. Concepts and tools -- Coming of age -- Regression fundamentals -- Significance testing and bootstrapping -- Data preparation and psychometrics review -- Computer tools -- Part II. Specification and identification -- Specification of observed variable (path) models -- Identification of observed-variable (path) models -- Graph theory and the structural causal model -- Specification and identification of confirmatory factor analysis models -- Specification and identification of structural regression models -- Part III. Analysis -- Estimation and local fit testing -- Global fit testing -- Analysis of confirmatory factor analysis models -- Analysis of structural regression models -- Part IV. Advanced techniques and best practices -- Mean structures and latent growth models -- Multiple-samples analysis and measurement invariance -- Interaction effects and multilevel structural equation modeling -- Best practices in structural equation modeling. |
| 요약 | Emphasizing concepts and rationale over mathematical minutiae, this is the most widely used, complete, and accessible structural equation modeling (SEM) text. Continuing the tradition of using real data examples from a variety of disciplines, the significantly revised fourth edition incorporates recent developments such as Pearl's graphing theory and the structural causal model (SCM), measurement invariance, and more. Readers gain a comprehensive understanding of all phases of SEM, from data collection and screening to the interpretation and reporting of the results. |
| 일반주제명 | Structural equation modeling. Social sciences --Statistical methods --Data processing. MATHEMATICS / Applied MATHEMATICS / Probability & Statistics / General Social sciences --Statistical methods --Data processing. Structural equation modeling. Models, Statistical. |
| 언어 | 영어 |
| 바로가기 |  |
