Question: Benefits Quarterly (First Mil Quarter, 1995) published a study of entry-level job preferences. A number of independent variables were used to model the job preferences
Benefits Quarterly (First Mil Quarter, 1995) published a study of entry-level job preferences. A number of independent variables were used to model the job preferences (measured on a 10-point scale) of 164 business school graduates. Suppose stepwise regression is used to build a model for job preference score (y) as a function of the following independent variables:
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a. How many models are fit to the data in step 1? Give the general form of these models.
b. How many models are fit to the data in step 2? Give the general form of these models.
c. How many models are fit to the data in step 3? Give the general form of these models.
d. Explain how the procedure determines when to stop adding independent variables to the model.
e. Describe two major drawbacks to using the final stepwise model as the best model for job preference score y.
f1 if flextime position x1o if not 1 if day care support required 1 if spousal transfer support required rs-lo if not xNumber of sick days allowed if applicant married if not Number of children of applicant 1 l0 if male applicant if female applicant
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a b C d e In Step 1 all onevariable models are fit to the data These models are of the form Ev Bo Bl... View full answer
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