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Partial correlation holds variable X3 constant for both the other two variables. Whereas, Semipartial correlation holds variable X3 for only one variable (either X1 or X2). Hence, it is called 'semi'partial. In practice the partial and semipartial r are the same in sign and tend to be similar in magnitude.
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