Appendix Table A2:

Reduced form estimates of the impact of the regime change on the fraction of NYS smokers who usually purchase premium-brand cigarettes: specification that replaces region fixed effects with county fixed effects

	NHP-Full
Post	−0.1152*** (0.0439)
Distance	−0.1100 (0.1748)
Post * Distance	0.2649*** (0.0606)
Cigarette Tax	−0.0037 (0.0109)
Wave	−0.0004 (0.0004)
Wave * Wave
R 2	0.2761
Dependent Mean	0.6832
Number of Households	2,024
Observations	24,296

Notes: All models also contain flexible controls race, gender, education, and income. Standard errors appear in parenthesis, clustered at the zip code level.

^***p<0.01,

^**p<0.05,

^*p<0.1