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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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2004
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| Online Access: | https://ink.library.smu.edu.sg/soe_research/835 https://ink.library.smu.edu.sg/context/soe_research/article/1834/viewcontent/Monotonicity_2004.pdf |
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| Institution: | Singapore Management University |
| Language: | English |