পদ্ধতির তুলনা করুন
নির্বাচিত পদ্ধতিগুলো পাশাপাশি পর্যালোচনা করুন; যে সারিগুলোয় পার্থক্য আছে সেগুলো চিহ্নিত করা হয়।
| বহুমাত্রিক মডেল পরীক্ষণ গবেষণা× | কনফার্মেটরি ফ্যাক্টর অ্যানালাইসিস (CFA)× | |
|---|---|---|
| ক্ষেত্র≠ | গবেষণা নকশা | মনোমিতি |
| পরিবার≠ | Process / pipeline | Latent structure |
| উদ্ভবের বছর≠ | 1970s–1980s (multivariate model testing as a distinct approach) | 1969 |
| প্রবর্তক≠ | Karl Jöreskog (SEM/LISREL framework); Barbara Tabachnick & Linda Fidell (multivariate methods synthesis) | Karl Gustav Jöreskog |
| ধরন≠ | Quantitative confirmatory research design | Hypothesis-testing latent variable model |
| মৌলিক উৎস≠ | Tabachnick, B. G., & Fidell, L. S. (2019). Using Multivariate Statistics (7th ed.). Pearson. ISBN: 978-0134790541 | Jöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34(2), 183–202. DOI ↗ |
| অপর নাম | multivariate model testing, multivariate structural testing, multivariate confirmatory modeling, MVMT research | CFA, confirmatory FA, measurement model, restricted factor analysis |
| সম্পর্কিত≠ | 5 | 4 |
| সারসংক্ষেপ≠ | Multivariate model testing research is a confirmatory quantitative design in which a theoretically derived model involving multiple variables and their interrelationships is formally tested against empirical data. Rather than exploring patterns inductively, the researcher specifies a model a priori — capturing hypothesized directional paths, latent constructs, or covariance structures — and then evaluates how well this model reproduces the observed data using techniques such as structural equation modeling, confirmatory factor analysis, or multivariate path analysis. | Confirmatory factor analysis tests a researcher-specified factor structure against observed data. Unlike exploratory approaches, the researcher decides in advance which indicators load on which latent factor, and the model is evaluated by how closely the implied covariance matrix reproduces the sample covariance matrix. CFA is central to scale validation, construct validity assessment, and measurement invariance testing. |
| ScholarGateডেটাসেট ↗ |
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