synth2 cigsale lnincome age15to24 retprice beer /// cigsale(1988) cigsale(1980) cigsale(1975), /// trunit(3) trperiod(1989) xperiod(1980(1)1988) /// nested allopt The key options are: trunit(3) treated unit is California (state == 3) trperiod(1989) treatment begins in 1989 xperiod(1980(1)1988) average covariates over 19801988 for matching nested use nested optimization (outer V-weights, inner W-weights) allopt try multiple starting values to avoid local optima Pre-treatment fit Fitting results in the pretreatment periods: Treated Unit: California Treatment Time: 1989 Number of Control Units = 38 Root Mean Squared Error = 1.75567 Number of Covariates = 7 R-squared = 0.97434 The synthetic control explains 97.4% of the pre-treatment variation in Californias cigarette sales (R-squared = 0.974), with a Root Mean Squared Error (RMSE) of just 1.76 packs per capita
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Article Article While cigarettes appear to be making a comeback thanks to Gen Z, YPulse data shows the reality is more nuanced than it seems Gen Z appears to be bringing cigarettes back, with smoking showing up everywhere from celebrity fan edits to nostalgia-heavy aesthetics For most, smoking is occasionalnot a daily habit, more like a little treat reserved for specific social moments But fewer Gen Z say theyve never smoked at all, likely because cigarettes no longer carry the same stigma for them as previous gens Back in 2018, YPulse noticed that even as Gen Zs risky behaviors were at historic lows, vaping had emerged as their signature vice
That figure is expected to rise to a million by 2010
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