Types of Log-Transformed Models
This tool allows you to perform various log-transformed regression models:
- Log-Linear Model: Log-transformation applied to the dependent variable:
log(Y) = β0 + β1X + ε
- Exponential Model: Log-transformation applied to the independent variable:
Y = β0 + β1log(X) + ε
- Log-Log Model: Log-transformation applied to both the dependent and independent variables:
log(Y) = β0 + β1log(X) + ε