Some Practice at Interpreting Regression Coefficients
Model 1a: ARGi = b1 + b2 AGEDIFFi + ei
where ARGi = average weekly number of arguments between heterosexual couple i
AGEDIFFi = absolute difference in age between members of couple i
Model 1b: ARGi = b1 + b2 AGEDIFFi + b3 AGEMALEi + ei
where AGEMALEi = age of the male partner in heterosexual couple i
Model 1c: ARGi = b1 + b2 AGEDIFFi + b3 AGEMALEi + b4 AGEFEMi + ei
where AGEFEMi = age of the female partner in heterosexual couple i
CAUTION: Model 1c will fail if the male is always older than the female in your sample. Why?
Model 2a: TRIPSi = b1 + b2 DISTi + ei
where TRIPSi = number of recreational trips to Lake Wobegon by person i
DISTi = distance from home to Lake Wobegon for person i
Model 2b: TRIPSi = b1 + b2 DISTi + b3 AGEi + ei
where AGEi = age of person i
Model 2c: TRIPSi = b1 + b2 DISTi + b3 AGEi + b4 BOATSi + ei
where BOATSi = number of boats owned by person i
Model 2d: TRIPSi = b1 + b2 DISTi + b3 AGEi + b4 BOATSi + b5 KIDSi + ei
where KIDSi = number of children in the household of person i
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