where β0 represents the intercept (the mean of Y when all Xk¼0), and
each βk represents a slope with respect to Xk (the magnitude of change
in the mean of Y when Xk is larger by one unit and all other predictors
are held constant). The βk are thus sometimes called partial regression
coefficients [29,30].