Week 11: Selection Bias and Multi-Equation Models

Schedule of the Week

Date
Time
Item
Place
Material
Mon, May 09 16:00–17:30 Office hours (Oliver) Zoom
Tue, May 10 13:30–14:30 Office hours (Thomas) Zoom
15:30–17:00 Office hours (Viktoriia) Zoom
23:59 Homework 5 due Github
Wed, May 11 8:30–10:00 Lecture A5,6 B244
10:00 Homework 6 is assigned Github
Thu, May 12 10:15–11:45 Lab (Oliver) A5,6 B317
15:30–17:00 Lab (Viktoriia) B6, 27-29 D007

Study Notes

We will discuss selection bias models, particularly tobit and heckman models. For tobit models please closely read Long’s chapter 7 and for a nice application take a look at the recent award-winning Dellmuth and Stoffel paper. In order to better understand the Heckman model browse through Rich Timpone’s APSR piece.

Readings

Long, J. Scott. 1997. Regression Models for Categorical and Limited Dependent Variables. Thousand Oaks, CA: Sage. Chapter 7. Required
Dellmuth, Lisa Maria, and Michael F. Stoffel. 2012. “Distributive politics and intergovernmental transfers: The local allocation of European Union structural funds.” European Union Politics 13(3): 413-433. Required
Timpone, Richard J. 1998. “Structure, Behavior, and Voter Turnout in the United States”. American Political Science Review 92(1): 145-158. Required
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