Simultaneous hypothesis testing of spline truncated model in nonlinear structural equation modeling (SEM)

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Abstract

Model of spline truncated in structural equation modeling (SEM) is a nonlinear structural model of SEM that measures a nonlinear relationship between the latent variables. This report was developed a hypothesis testing for the parameter of spline truncated model in nonlinear SEM using likelihood ratio test (LRT). To test hypothesis H0:C′γ = τ versus H0:C′γ ≠ τ in spline truncated model of nonlinear SEM for matrix C, vector parameter γ and a constant vector τ, is discovered that a statistical testing is in form of (Formula presented) which has a distribution F(d1,d2), and rejects H0 in which W values are quite large.

Original languageEnglish
Pages (from-to)372-380
Number of pages9
JournalJournal of Theoretical and Applied Information Technology
Volume89
Issue number2
Publication statusPublished - 31 Jul 2016

Keywords

  • Hypothesis Testing
  • Likelihood Ratio Test
  • Nonlinear SEM
  • Spline Truncated

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