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equation: Where: Y is the dependent variable. β₀ is the intercept. β₁, β₂, β3₃, … are the coefficients for each independent variable. X₁, X₂, X₃, … represent each one independent variable. ϵ is the error term, which captures the random noise in the dependent variable. It is the stochastic