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- Effect of Time After Harvest on Stem Scar Water Absorption in Tomato
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In statistics , the variance inflation factor VIF is the quotient of the variance in a model with multiple terms by the variance of a model with one term alone. It provides an index that measures how much the variance the square of the estimate's standard deviation of an estimated regression coefficient is increased because of collinearity. Cuthbert Daniel claims to have invented the concept behind the variance inflation factor, but did not come up with the name. Consider the following linear model with k independent variables:. This identity separates the influences of several distinct factors on the variance of the coefficient estimate:. It reflects all other factors that influence the uncertainty in the coefficient estimates. The VIF equals 1 when the vector X j is orthogonal to each column of the design matrix for the regression of X j on the other covariates.

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