Monotonicity Conditions and Inequality Imputation for Sample-Selection and Non-Response Problems

Under a sample selection or non-response problem, where a response variable y is observed only when a condition δ = 1 is met, the identified mean E(y|δ = 1) is not equal to the desired mean E(y). But the monotonicity condition E(y|δ = 1) ≤ E(y|δ = 0) yields an informative bound E(y|δ = 1) ≤ E(y), wh...

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Bibliographic Details
Main Author: Lee, Myoung-jae
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2007
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Online Access:https://ink.library.smu.edu.sg/soe_research/359
https://ink.library.smu.edu.sg/context/soe_research/article/1358/viewcontent/monore.dvi.pdf
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Institution: Singapore Management University
Language: English

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