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Title: Single Order Multiple Regression Model on Existing Vessel Design Index (EVDI)
Authors: Yahaya, Aminatul Hawa
Muksan, Muhamad Hazim
Keywords: Multiple regressions (MR)
Eight selection criteria (8SC)
Existing vessel design index (EVDITM)
Issue Date: 28-Jan-2022
Abstract: This paper utilized a multivariate technique to examine the relationship between the dependent variable with independent variables. The coefficients (weights) are the marginal impacts on each variable, and the size of the weight can be directly interpreted using multiple regressions (MR). Parameter tests (Global test, Multicollinearity test, Coefficient test and the Wald test) were carried out on all the sixty-three possible models. The best model was obtained using the Eight Selection Criteria (8SC). The goodness-of-fit tests were carried out to validate the best model obtained. MR was used to determine the best model that related. The model was used to estimate the value of EVDITM based on selected significant variables.
Description: This article indexed by scopus
ISBN: 978-981-15-0002-2
Appears in Collections:Conference Papers

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