Table 4

Robustness to Spatial Extent of Housing Market and Water Clarity Aggregation Strategy

VariablesModel 4Model 5
SatelliteSecchi DiskSatelliteSecchi Disk
WCLA—
—
—
—
0.0432***
(0.0099)
0.0407***
(0.0099)
ln WC—
—
—
—
−0.0086
(0.0631)
0.0220
(0.0508)
Near lake
(0/1)*
WCLA
0.0447***
(0.0090)
0.0421***
(0.0092)
—
—
—
—
Near lake
(0/1)*ln WC
−0.0147
(0.0392)
−0.0242
(0.0313)
—
—
—
—
Water Clarity MeasureAnnual MinimumAnnual MinimumAnnual MeanAnnual Mean
Blockgroup fixed effectsYes (53)Yes (53)Yes (46)Yes (46)
Year fixed effectsYes (3)Yes (3)Yes (3)Yes (3)
Month fixed effectsYes (11)Yes (11)Yes (11)Yes (11)
Observations1,5421,5421,0201,020
R-squared0.73680.73650.68360.6835
  • Note: Robust standard errors have been clustered at the census block group level. All regressions include a vector of housing characteristics.

  • ↵***, **, * indicates significance at the 1%, 5%, and 10% level, respectively. See Appendix Table A5 for the full set of results.