Improving semiparametric estimation by using surrogate data
The paper considers estimating a parameter beta that defines an estimating function U(y, x, beta) for an outcome variable y and its covariate x when the outcome is missing in some of the observations. We assume that, in addition to the outcome and the covariate, a surrogate outcome is available in e...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2008
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/soe_research/1937 https://ink.library.smu.edu.sg/context/soe_research/article/2936/viewcontent/ImprovingSemiparametricEstimatoionSurrogateData_2008_afv.pdf |
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| Institution: | Singapore Management University |
| Language: | English |