Krahasoni metodat

	Analiza e Redundancës	Partial Least Squares Structural Equation Modeling
Fusha	Psikometri	Psikometri
Familja	Latent structure	Latent structure
Viti i origjinës	1977	1985
Krijuesi	Albert van den Wollenberg	Herman Wold
Lloji	Asymmetric multivariate analysis	Component-based structural equation model
Burimi themelues	van den Wollenberg, A. L. (1977). Redundancy analysis: An alternative for canonical correlation analysis. Psychometrika, 42(2), 207-219.	Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (2nd ed.). Sage Publications. ISBN: 9781483377445
Emërtime të tjera	RDA	PLS-SEM, PLS path modeling
Të lidhura	5	5
Përmbledhja	Redundancy Analysis (RDA) is a multivariate technique developed by van den Wollenberg (1977) that combines multiple regression and principal component analysis. RDA finds linear combinations of predictor variables that best predict variation in response variables, making it ideal for understanding how sets of predictors collectively explain multivariate outcomes.	PLS-SEM is a variance-based approach to structural equation modeling developed by Herman Wold (1985) that estimates latent variable models by maximizing the variance explained in dependent variables. Unlike covariance-based SEM, PLS-SEM is particularly useful for exploratory research, small to medium samples, complex models with many constructs, and non-normal data.