Slide 10
Slide 10 text
Synthetic Difference in Differences (SDID)
The method of estimating ω is slightly different from the
classical one(ADH).
non-negativity
sum(λ)=1
with intercept L2 penalty
Arkhangelsky, Dmitry, et al. Synthetic difference in differences. No. w25532. National Bureau of Economic Research, 2019.
intercept
“unexposed pre-trends perfectly
match the exposed ones; rather, it is
sufficient that the weights make the
trends paralle”
L2 penalty “to increase the dispersion, and
ensure the uniqueness, of the weight”
Even if we don't get a perfect match,
we can correct it later with unit fixed
effect (DID).
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