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单词 multicollinearity
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multicollinearity
multicollinearity n.
Brit. /ˌmʌltɪkəlɪnɪˈarᵻti/
,
U.S. /ˌməltikəˌlɪniˈɛrədi/
,
/ˌməlˌtaɪkəˌlɪniˈɛrədi/
,
/ˌməltəkəˌlɪniˈɛrədi/
Statistics the existence of a perfect or nearly perfect linear correlation between a set of variables when the regression of some dependent variable on them is being investigated; an instance of this.
ΘΚΠ
the world > relative properties > number > probability or statistics > [noun] > variable > relationship between sets of variables
correlation1888
regression1895
intercorrelation1901
covariation1925
multicollinearity1934
1934 R. Frisch Statist. Confluence Anal. xi. 75 There exist two or more independent linear relations between the systematic parts of these variates, but..we are not aware of this multicollinearity.
1972 T. H. Wonnacott & R. J. Wonnacott Introd. Statistics for Business & Econ. xiii. 296 Suppose demand for a group of goods is being related to prices and income, with the overall price index being the first independent variable. Suppose aggregate income measured in money terms is the second independent variable. If this is real income multiplied by the same price index, the problem of multicollinearity may become a serious one.
1987 Amer. Econ. Rev. 77 754/2 Both formulations contain strong multicollinearities between time patterns, cumulative integrations, lagged variables, and the intercept.
2000 Amer. Jrnl. Sociol. 105 1743 Where there is measurement error,..multicollinearity may aggravate any bias in coefficients resulting from measurement error.
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