Multiple Regression Calculator

Calculate multiple linear regression with two independent variables

About Multiple Regression

Multiple linear regression extends simple regression to include multiple predictor variables.

Model: Y = b₀ + b₁X₁ + b₂X₂ + ε

Interpretation:

  • b₁ = change in Y for 1-unit increase in X₁, holding X₂ constant
  • b₂ = change in Y for 1-unit increase in X₂, holding X₁ constant
  • Adjusted R² accounts for number of predictors