This paper focuses on econometrics pedagogy. It demonstrates the importance of including probability weights in regression analysis using data from surveys that do not use simple random samples (SRS). We use concrete, numerical examples and simulation to show how to effectively teach this...

This paper analyzes how the budget allocated to state prosecutors varies from one district to another and the reasons for such variation by using theoretical and empirical methods. The main results of this paper are as follows: Other factors being equal, more politically conservative...

This paper analyzes how the budget allocated to state prosecutors' offices vary across prosecutorial districts and the reasons for such variation by empirical methods, using data from Census of Prosecutors and other sources. The main results of this paper are as follows. Other factors being...

While students typically want to earn high grades in college, they also, and perhaps even more so, want to earn high salaries after graduating college. In this paper, we explore whether there is a relationship between average grades earned in classes and the future salaries earned by graduates...

Colleges want to increase retention and graduation rates, but they are also under pressure to control costs. Increasing class size is a common method to reduce per student costs. This paper examines the relationship between class size and student achievement. Using data from a selective liberal...

This paper focuses on econometrics pedagogy. It demonstrates the importance of including probability weights in regression analysis using data from surveys that do not use simple random samples (SRS). We use concrete, numerical examples and simulation to show how to effectively teach this...

This econometrics pedagogy paper demonstrates the importance of using cluster standard errors with data generated from complex surveys. Simulation is used to show that both classic ordinary least squares and robust standard errors perform poorly in the presence of within-cluster correlated...