types of nonlinear regression using logarithms
linear-log model
log-linear model
log-log model
linear-log model
A nonlinear regression function in which the dependent variable is Y and the independent variable is ln(X)
log-linear model
A nonlinear regression function in which the dependent variable is ln(Y) and the independent variable is X
log-log model
A nonlinear regression function in which the dependent variable is ln(Y) and the independent variable is ln(X)
how to choose best nonlinear regression model
interaction term
A regressor that is formed as the product of two other regressors, such as X1i x X2i