UNIVERSITY OF CALIFORNIA, LOS ANGELES
Department of Policy Studies

Economics 143 (Cameron) - Applied Regression Analysis

Classroom Handout #13:


Some Practice at Interpreting Regression Coefficients

Examine each model, given the definitions of each of the variables, and see if you can accurately interpret, in words, each of the regression coefficients (intercept and slope). When you have formulated the best interpretation you can come up with, move the cursor over the highlighted coefficients and see if your interpretation matches the "official" one.


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

 


Updated: 10:51 PM 11/2/98; Prepared by: Trudy Ann Cameron; Site Index