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Choosing the Dictionary and Penalty for IV-LASSO

Ma, Yukun et al.
arXiv (All) · Papers
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applicationseconometrics
Estimating the first stage of an instrumental variables (IV) model with the least absolute shrinkage and selection operator (LASSO) requires choosing a dictionary of technical instruments and a penalty level. First-order asymptotic theory offers no guidance on these choices, as any consistent implem
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