Semiparametric maximum likelihood inference for nonignorable nonresponse with callbacks

Semiparametric maximum likelihood inference for nonignorable nonresponse with callbacks

We model the nonresponse probabilities as logistic functions ofthe outcome variable and other covariates in the survey sampling study withcallback. The identification aspect of this callback model is investigated. Semiparametricmaximum likelihood estimators of the parameters in the responseprobabili...

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Bibliographic Details
Main Authors: GUAN, Zhong, LEUNG, Denis H. Y., QIN, Jing
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2018
Subjects:
Auxiliary information
Calibration estimation
Followup
Logistic regression
Nonignorable nonresponse
Paradata
Econometrics
Economic Theory
Online Access:https://ink.library.smu.edu.sg/soe_research/2217
https://ink.library.smu.edu.sg/context/soe_research/article/3216/viewcontent/semiparametric_maximum_likelihood_inference.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/soe_research/2217
https://ink.library.smu.edu.sg/context/soe_research/article/3216/viewcontent/semiparametric_maximum_likelihood_inference.pdf

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