Taken from Introduction to Econometrics from Stock and Watson, 2003, p. 215: Y=B0 + B1*ln(X) + u ~ A 1% change in X is associated with a change in Y of 0.01*B1 ln(Y)=B0 + B1*X + u ~ A change in X by ...

have a thorough conceptual understanding of linear and logistic regression; appreciate the common threads running through these methods, including stratified analysis, different options for handling ...