Applied structural equation modeling using AMOS: basic to advanced techniques
This is an essential how-to guide on the application of structural equation modeling (SEM) techniques with the AMOS software, focusing on the practical applications of both simple and advanced topics. Written in an easy-to-understand conversational style, the book covers everything from data collect...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York
Routledge
2020
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| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | This is an essential how-to guide on the application of structural equation modeling (SEM) techniques with the AMOS software, focusing on the practical applications of both simple and advanced topics. Written in an easy-to-understand conversational style, the book covers everything from data collection and screening to confirmatory factor analysis, structural model analysis, mediation, moderation, and more advanced topics such as mixture modeling, censored date, and non-recursive models. Through step-by-step instructions, screen shots, and suggested guidelines for reporting, Collier cuts through abstract definitional perspectives to give insight on how to actually run analysis. Unlike other SEM books, the examples used will often start in SPSS and then transition to AMOS so that the reader can have full confidence in running the analysis from beginning to end. Best practices are also included on topics like how to determine if your SEM model is formative or reflective, making it not just an explanation of SEM topics, but a guide for researchers on how to develop a strong methodology while studying their respective phenomenon of interest. With a focus on practical applications of both basic and advanced topics, and with detailed work-through examples throughout, this book is ideal for experienced researchers and beginners across the behavioral and social sciences |
| Beschreibung: | 1 online resource |
| ISBN: | 9781000066319 1000066312 9781003018414 1003018416 9781000066333 1000066339 9781000066326 1000066320 |
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| discipline | Mathematik |
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| format | Electronic eBook |
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| spelling | Collier, Joel E. Verfasser aut Applied structural equation modeling using AMOS basic to advanced techniques Joel E. Collie New York Routledge 2020 1 online resource txt rdacontent c rdamedia cr rdacarrier This is an essential how-to guide on the application of structural equation modeling (SEM) techniques with the AMOS software, focusing on the practical applications of both simple and advanced topics. Written in an easy-to-understand conversational style, the book covers everything from data collection and screening to confirmatory factor analysis, structural model analysis, mediation, moderation, and more advanced topics such as mixture modeling, censored date, and non-recursive models. Through step-by-step instructions, screen shots, and suggested guidelines for reporting, Collier cuts through abstract definitional perspectives to give insight on how to actually run analysis. Unlike other SEM books, the examples used will often start in SPSS and then transition to AMOS so that the reader can have full confidence in running the analysis from beginning to end. Best practices are also included on topics like how to determine if your SEM model is formative or reflective, making it not just an explanation of SEM topics, but a guide for researchers on how to develop a strong methodology while studying their respective phenomenon of interest. With a focus on practical applications of both basic and advanced topics, and with detailed work-through examples throughout, this book is ideal for experienced researchers and beginners across the behavioral and social sciences AMOS. Structural equation modeling / Data processing Multivariate analysis / Data processing Social sciences / Statistical methods / Data processing https://www.taylorfrancis.com/books/9781003018414 Verlag URL des Erstveroeffentlichers Volltext |
| spellingShingle | Collier, Joel E. Applied structural equation modeling using AMOS basic to advanced techniques AMOS. Structural equation modeling / Data processing Multivariate analysis / Data processing Social sciences / Statistical methods / Data processing |
| title | Applied structural equation modeling using AMOS basic to advanced techniques |
| title_auth | Applied structural equation modeling using AMOS basic to advanced techniques |
| title_exact_search | Applied structural equation modeling using AMOS basic to advanced techniques |
| title_exact_search_txtP | Applied structural equation modeling using AMOS basic to advanced techniques |
| title_full | Applied structural equation modeling using AMOS basic to advanced techniques Joel E. Collie |
| title_fullStr | Applied structural equation modeling using AMOS basic to advanced techniques Joel E. Collie |
| title_full_unstemmed | Applied structural equation modeling using AMOS basic to advanced techniques Joel E. Collie |
| title_short | Applied structural equation modeling using AMOS |
| title_sort | applied structural equation modeling using amos basic to advanced techniques |
| title_sub | basic to advanced techniques |
| topic | AMOS. Structural equation modeling / Data processing Multivariate analysis / Data processing Social sciences / Statistical methods / Data processing |
| topic_facet | AMOS. Structural equation modeling / Data processing Multivariate analysis / Data processing Social sciences / Statistical methods / Data processing |
| url | https://www.taylorfrancis.com/books/9781003018414 |
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