the condition occurring when two or more of the independent variables in a regression equation are correlated
Examples of 'multicollinearity' in a sentence
multicollinearity
Variance inflation and condition index were also used to assess multicollinearity.
S. Mahmood, A. Kumar, R. Singh, M. Sarkar, G. Singh, M. R. Verma, G. V. P. P. S. R.Kumar 2018, 'Scrotal circumference: A predictor of testosterone concentration and certain attributesof seminal vesicles influencing buffalo male fertility', Veterinary Worldhttp://www.veterinaryworld.org/Vol.11/June-2018/2.pdf. Retrieved from DOAJ CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
Moreover, this method controls multicollinearity, leading to an optimal set of explanatory variables.
Peyman Tavallali, Marianne Razavi, Sean Brady 2017, 'A non-linear data mining parameter selection algorithm for continuous variables',PLOS ONE10.1371/journal.pone.0187676. Retrieved from PLOS CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
Possible time lags and multicollinearity among variables are considered for the model specification.
Yun Seop Hwang, Hyung Sik Harris Kim, Cheon Yu 2018, 'The Empirical Test on the Impact of Climate Volatility on Tourism Demand: A Case ofJapanese Tourists Visiting Korea', Sustainabilityhttp://www.mdpi.com/2071-1050/10/10/3569. Retrieved from DOAJ CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
Analyses of variance, correlation, diagnoses of multicollinearity, cluster and comparison of means were carried out.
Alberto Cargnelutti Filho, Nerinéia Dalfollo Ribeiro, Cláudia Burin 2010, 'Consistência do padrão de agrupamento de cultivares de feijão conforme medidas dedissimilaridade e métodos de agrupamento Clustering pattern consistency of commonbean cultivars by dissimilarity measures and clustering methods', Pesquisa Agropecuária Brasileirahttp://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-204X2010000300002. Retrieved from DOAJ CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
Multicollinearity refers to a situation where regressor variables are highly correlated.
NI KETUT TRI UTAMI, I KOMANG GDE SUKARSA 2013, 'PENERAPAN METODE GENERALIZED RIDGE REGRESSION DALAM MENGATASI MASALAH MULTIKOLINEARITAS',E-Jurnal Matematikahttps://ojs.unud.ac.id/index.php/mtk/article/view/4924. Retrieved from DOAJ CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
Redundancies in the numerical solution were eliminated using multicollinearity diagnostic algorithms.
Navit Roth, Rami Seliktar, Joseph Mizrahi 2011, 'Mechanical Impedance Control in the Human Arm While Manually Transporting an Open-TopFluid Filled Dish', Applied Bionics and Biomechanicshttp://dx.doi.org/10.3233/ABB-2011-0035. Retrieved from DOAJ CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)
Multicollinearity among the predictor variables was found not to be a problem.
Karyn Morrissey 2015, 'Exploring Spatial Variability in the Relationship between Long Term Limiting Illnessand Area Level Deprivation at the City Level Using Geographically Weighted Regression',AIMS Public Healthhttp://www.aimspress.com/aimsph/article/355/fulltext.html. Retrieved from DOAJ CC BY 4.0 (https://creativecommons.org/licenses/by-sa/4.0/legalcode)