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multicollinearity
(redirected from Multicollinear)

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multicollinearity [ˌmʌltɪkəʊˌlɪnɪˈærɪtɪ]
n
(Mathematics & Measurements / Statistics) Statistics the condition occurring when two or more of the independent variables in a regression equation are correlated
ThesaurusLegend:  Synonyms Related Words Antonyms
Noun1.multicollinearity - a case of multiple regression in which the predictor variables are themselves highly correlated
statistics - a branch of applied mathematics concerned with the collection and interpretation of quantitative data and the use of probability theory to estimate population parameters
multiple correlation, multiple regression - a statistical technique that predicts values of one variable on the basis of two or more other variables
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Earlier researchers probably were concerned about the multicollinear complications in the coefficient estimations.
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Additionally, although there was evidence that the variables in this study were not multicollinear, correlations between some dependent variables were moderately high, thus potentiating an overfit of the models to the data.
Gender differences in Holland vocational personality types: ... by Turner, Sherri L.; Conkel, Julia L.; Starkey, Michael; Landgraf, Rachel; Lapan, Richard T.; Siewert, / Professional School Counseling
20) were analyzed in a correlation matrix to assess for collinearity; we found that within each sex-and race-defined group, no covariates were multicollinear (i.
The association between blood lead levels and osteoporosis among ... by Campbell, James R.; Auinger, Peggy / Environmental Health Perspectives
 
 
 
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