The partial correlation between the dependent variable and the k-th independent variable in a regression can be calculated simply from the k-th regression coefficient and its standard error. Partial correlations are useful in determining relations among the estimates obtained under alternative assumptions about which variables in a regression are independent of the disturbances.
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Robert L. Gustafson (1961) studied this question.
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