SourcePro
:
Business Analysis Module User’s Guide
:
Definitions
:
Multiple Linear Regression
: Significance of Predictor Variables
Significance of Predictor Variables
Let
be the estimate for element
j
of the parameter vector
β
. The T statistic for the parameter estimate
is a statistic for testing the hypothesis that
It is calculated according to the formula:
where
is the
j
th
diagonal element of the dispersion matrix. This statistic is assumed to follow a T distribution with
n
–
p
degrees of freedom.
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