Crime and Mismeasured Punishment: Marginal Treatment Effect with Misclassification

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Tác giả: Vitor Possebom

Ngôn ngữ: eng

Ký hiệu phân loại: 261.833 Crime

Thông tin xuất bản: 2021

Mô tả vật lý:

Bộ sưu tập: Metadata

ID: 167100

Comment: Version 7 has a more focused discussion of Assumptions 1-6I partially identify the marginal treatment effect (MTE) when the treatment is misclassified. I explore two restrictions, allowing for dependence between the instrument and the misclassification decision. If the signs of the derivatives of the propensity scores are equal, I identify the MTE sign. If those derivatives are similar, I bound the MTE. To illustrate, I analyze the impact of alternative sentences (fines and community service v. no punishment) on recidivism in Brazil, where Appeals processes generate misclassification. The estimated misclassification bias may be as large as 10% of the largest possible MTE, and the bounds contain the correctly estimated MTE.
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