Parameter estimation of nonlinear structural model SEM using spline approach

Ruliana; I. Nyoman Budiantar; Bambang Widjanarko Otok; Wahyu Wibowo

doi:10.12988/ams.2015.510660

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Parameter estimation of nonlinear structural model SEM using spline approach

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Ruliana, I. Nyoman Budiantar, Bambang Widjanarko Otok, Wahyu Wibowo

2015 Applied Mathematical Sciences Vol. 9 Issue 149-150 Article Cited by 8 SDG 3

Abstract

Structural equation modeling (SEM) consists of two parts, namely measurement model, which measures a relation between indicators with latent variables and structural model that analyzes the relationships between the latent variables. In General, the researches about SEM assume that relation among latent variables are linear. If the relation between latent variables is nonlinear than the function has to be estimated. Two exogenous and an endogenous latent variables models can be written as follows. © 2015 Ruliana et al.

Affiliations

Department of Statistics, Faculty of Mathematics and Natural Sciences, Sepuluh Nopember Institute of Technology (ITS), Surabaya, Indonesia; Department of Mathematics, Faculty and Natural Sciences, State University of Makassar (UNM), Makassar, Indonesia

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