Structural Equation Modeling Algorithm and Its Application in Business Analytics
Structural Equation Modeling (SEM) is a statistical-based multivariate modeling methods, Application of SEM is similar but more powerful than regression analysis; and number of scientists using SEM in their research is rupidly inereasing. This review article algorithmically discussesthe SEM methodol...
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| Format: | Book Chapter |
| Language: | English |
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IGI Global
2017
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| Online Access: | http://umpir.ump.edu.my/id/eprint/17559/ http://umpir.ump.edu.my/id/eprint/17559/7/9.%20Structural%20Equation%20Modeling%20Algorithm%20and%20Its%20Application%20in%20Business%20Analytics.pdf |
| _version_ | 1848820460147441664 |
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| author | Sorooshian, Shahryar |
| author_facet | Sorooshian, Shahryar |
| author_sort | Sorooshian, Shahryar |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | Structural Equation Modeling (SEM) is a statistical-based multivariate modeling methods, Application of SEM is similar but more powerful than regression analysis; and number of scientists using SEM in their research is rupidly inereasing. This review article algorithmically discussesthe SEM methodology. SEM strategies, SEM steps and SEM stages are introduced in this article; validity tests are presented os well. Novelty of this article is in modified steps of SEM application in modeling strategies, also in its developed practical comprehensive SEM application flowchart This article is a roadmap for business advisors and those scholars trying to compute SEM for their decision making, complex modeling and data analysis programming,
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| first_indexed | 2025-11-15T02:09:48Z |
| format | Book Chapter |
| id | ump-17559 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T02:09:48Z |
| publishDate | 2017 |
| publisher | IGI Global |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-175592019-02-07T04:59:29Z http://umpir.ump.edu.my/id/eprint/17559/ Structural Equation Modeling Algorithm and Its Application in Business Analytics Sorooshian, Shahryar HD28 Management. Industrial Management Structural Equation Modeling (SEM) is a statistical-based multivariate modeling methods, Application of SEM is similar but more powerful than regression analysis; and number of scientists using SEM in their research is rupidly inereasing. This review article algorithmically discussesthe SEM methodology. SEM strategies, SEM steps and SEM stages are introduced in this article; validity tests are presented os well. Novelty of this article is in modified steps of SEM application in modeling strategies, also in its developed practical comprehensive SEM application flowchart This article is a roadmap for business advisors and those scholars trying to compute SEM for their decision making, complex modeling and data analysis programming, IGI Global 2017 Book Chapter PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/17559/7/9.%20Structural%20Equation%20Modeling%20Algorithm%20and%20Its%20Application%20in%20Business%20Analytics.pdf Sorooshian, Shahryar (2017) Structural Equation Modeling Algorithm and Its Application in Business Analytics. In: Organizational Productivity and Performance Measurements Using Predictive Modeling and Analytics (Advances in Business Information Systems). IGI Global, Pennsylvania (USA), pp. 17-39. ISBN 9781522506546 https://books.google.com.my/books?id=G2keDQAAQBAJ&pg=PA17&dq=Structural+Equation+Modeling+Algorithm+and+Its+Application+in+Business+Analytics&hl=en&sa=X&ved=0ahUKEwj8hrSgj7LTAhWIPY8KHQBcAOoQ6AEIIzAA#v=onepage&q=Structural%20Equation%20Modeling%20Algorithm DOI: 10.4018/978-1-5225-0654-6.ch002 |
| spellingShingle | HD28 Management. Industrial Management Sorooshian, Shahryar Structural Equation Modeling Algorithm and Its Application in Business Analytics |
| title | Structural Equation Modeling Algorithm and Its Application in Business Analytics |
| title_full | Structural Equation Modeling Algorithm and Its Application in Business Analytics |
| title_fullStr | Structural Equation Modeling Algorithm and Its Application in Business Analytics |
| title_full_unstemmed | Structural Equation Modeling Algorithm and Its Application in Business Analytics |
| title_short | Structural Equation Modeling Algorithm and Its Application in Business Analytics |
| title_sort | structural equation modeling algorithm and its application in business analytics |
| topic | HD28 Management. Industrial Management |
| url | http://umpir.ump.edu.my/id/eprint/17559/ http://umpir.ump.edu.my/id/eprint/17559/ http://umpir.ump.edu.my/id/eprint/17559/ http://umpir.ump.edu.my/id/eprint/17559/7/9.%20Structural%20Equation%20Modeling%20Algorithm%20and%20Its%20Application%20in%20Business%20Analytics.pdf |