Session V: Modeling (Correlation, Regression, Hierarchical and Spatial)Session V:

Research Papers, on Perusall: 

  • Correlation: Taylor, R. B., Shumaker, S. A., & Gottfredson, S. D. (1985). Neighborhood-level links between physical features and local sentiments: Deterioration, fear of crime, and confidence. Journal of architectural and planning research, 2(4), 261-275.
  • Regression: Mehta, V., & Bosson, J. K. (2021). Revisiting lively streets: Social interactions in public space. Journal of Planning Education and Research, 41(2), 160-172.
  • Hierarchical/Multi-level: Kelly-Schwartz, A. C., Stockard, J., Doyle, S., & Schlossberg, M. (2004). Is sprawl unhealthy? A multilevel analysis of the relationship of metropolitan sprawl to the health of individuals. Journal of Planning Education and Research, 24(2), 184-196.
  • Spatial: Anselin, L., Varga, A., & Acs, Z. (1997). Local geographic spillovers between university research and high technology innovations. Journal of urban economics, 42(3), 422-448.

Technical References (Recommended): 

  • Angrist and Pischke Chapter 2.
  • Diez, Chapters 8 & 9. 
  • Kerlinger and Lee, Chapters 13 (ANOVA), 33-34 (Regression).
  • Anselin, L. (1988). Spatial econometrics: methods and models (Vol. 4). Springer Science & Business Media.
  • Getis, A. (2008). A history of the concept of spatial autocorrelation: A geographer’s perspective. Geographical analysis, 40(3), 297-309.
  • Wheelan, C. (2013). Naked statistics: Stripping the dread from the data. WW Norton & Company. https://clio.columbia.edu/catalog/15512319