11.10 Examples & Further reading

  • “Identifying the effect of unemployment on crime” (Raphael and Winter-Ebmer 2001)
  • “When Should We Use Linear Fixed Effects Regression Models for Causal Inference with Longitudinal Data?” (K. Imai and Kim 2019b)
  • Older references (not-based on potential outcomes framework)
    • Change scores as dependent variables in regression analysis (Allison 1990)
    • Using Panel Data to Estimate the Effects of Events (Allison 1994)

References

Allison, Paul D. 1990. “Change Scores as Dependent Variables in Regression Analysis.” Sociol. Methodol., 93–114.

Allison, Paul D. 1994. “Using Panel Data to Estimate the Effects of Events.” Sociol. Methods Res. 23 (2): 174–99.

Imai, Kosuke, and In Song Kim. 2019b. “When Should We Use Unit Fixed Effects Regression Models for Causal Inference with Longitudinal Data?” Am. J. Pol. Sci. 63 (2): 467–90.

Raphael, Steven, and Rudolf Winter-Ebmer. 2001. “Identifying the Effect of Unemployment on Crime*.” Journal of Law and Economics 44 (1): 259–83.