Soc 593 Statistics II
Spring 2001

Assignment 7    Poisson Regression and Negative Binomial Regression
Due: Wed. April 4, 2001


Data: K:\nd.edu\user22\yli\Public\593sp01\Data\job1reg.dta

Task: Examine the determinants of academic productivity (number of articles published).

As you may discover, the dependent variable (number of articles published) is highly skewed and has a low mean, which makes it likely a poisson distribution.  Specify a poisson regression model that you think best predicts the variance in academic productivity.  Does the dependent variable resemble a poisson distribution after controlling for the independent variables?  Is the poission regression model better than an OLS regression model?  Is a negative binomial regression model better than the poisson model?  Cite results from your computer output to support your answers.  Interpret the slope coefficients of your final model.  Aid your interpretion with a few substantive examples.