نتایج جستجو برای: removing multicollinearity among theevaluation criteria

تعداد نتایج: 1404665  

2017
M R Ab Hamid W Sami M H Mohmad Sidek

Assessment of discriminant validity is a must in any research that involves latent variables for the prevention of multicollinearity issues. Fornell and Larcker criterion is the most widely used method for this purpose. However, a new method has emerged for establishing the discriminant validity assessment through heterotrait-monotrait (HTMT) ratio of correlations method. Therefore, this articl...

Journal: :The Review of Economics and Statistics 1967

Journal: :Behavior Research Methods & Instrumentation 1979

2016
Ryuta Tamura Ken Kobayashi Yuichi Takano Ryuhei Miyashiro Kazuhide Nakata Tomomi Matsui

This paper proposes a method for eliminating multicollinearity from linear regression models. Specifically, we select the best subset of explanatory variables subject to the upper bound on the condition number of the correlation matrix of selected variables. We first develop a cutting plane algorithm that, to approximate the condition number constraint, iteratively appends valid inequalities to...

ژورنال: علوم آب و خاک 2016
جهانبخشی, فرشید, زاهدی, احسان, طالبی, علی,

In this research, to locate and prioritize suitable areas for flood spreading in Mashhad plain, 10 criteria were used including land use, slope, alluvium thickness, distance to well, distance to subterranean, distance from the village, water table drawdown, permeability coefficient, electrical conductivity, and drainage density. Weighting process was done by Analytic Network Process (ANP) and f...

Background and objective: Indoor air pollutants are among the five most important environmental health risks. In recent years, concerns regarding indoor air in buildings have increased. In this review, studies conducted on portable air cleaners have been investigated. Materials and methods: After determining the keywords and conducting comprehensive searches in the internet databases, taking i...

Journal: :Neural Network World 2021

The aim of the article is optimisation process ADAS (Advanced Driver Assistance Systems) control. methodology based on classi-fication systems according to situations unavoidable accidents. Theevaluation expected consequences uses injury biomechanics, which represents theextended definition HMI (Human-Machine Interaction). evaluation mechanism and machine intervention enables control this witht...

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