In the paper, the effects of financial aids to Tuscan handicraft firms are evaluated; the study is affected by missing outcome values, which cannot be assumed missing at random. We tackle this problem within a causal inference framework. By exploiting Principal Stratification and the availability of an instrument for the missing mechanism, we conduct a likelihood-based analysis, proposing different sets of identification assumptions. Causal effects are estimated on (latent) subgroups of firms, characterized by their response behavior.

Pacini B., Roli G. (2009). Evaluating the effects of finalcial aids to firms with nonignorably missing outcomes. PADOVA : CLEUP.

Evaluating the effects of finalcial aids to firms with nonignorably missing outcomes

PACINI, BARBARA;ROLI, GIULIA
2009

Abstract

In the paper, the effects of financial aids to Tuscan handicraft firms are evaluated; the study is affected by missing outcome values, which cannot be assumed missing at random. We tackle this problem within a causal inference framework. By exploiting Principal Stratification and the availability of an instrument for the missing mechanism, we conduct a likelihood-based analysis, proposing different sets of identification assumptions. Causal effects are estimated on (latent) subgroups of firms, characterized by their response behavior.
2009
Book of short papers, CLADAG 2009
277
281
Pacini B., Roli G. (2009). Evaluating the effects of finalcial aids to firms with nonignorably missing outcomes. PADOVA : CLEUP.
Pacini B.; Roli G.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/111891
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