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Because of Multicollinearity,the T-Tests of the Individual Coefficients May Indicate

question 92

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Because of multicollinearity,the t-tests of the individual coefficients may indicate that some independent variables are not linearly related to the dependent variable,when in fact they are.

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Definitions:

Standard Deviation

An indicator of the extent of variability or spread within a data set, showing how far from the average the values range.

Deviations

Differences from a central value, such as the mean or median, indicative of variability within a data set.

Mean

The arithmetic average of a set of numbers, calculated by adding all the numbers and dividing by the count of numbers.

Standard Deviation

A gauge for determining the extent of fluctuation or diversity in data points around the central value.

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