Semiparametric maximum likelihood inference for nonignorable nonresponse with callbacks

• المؤلفون الرئيسيون: GUAN, Zhong, LEUNG, Denis H. Y., QIN, Jing
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2018
• الموضوعات: Auxiliary information; Calibration estimation; Followup; Logistic regression; Nonignorable nonresponse; Paradata; Econometrics; Economic Theory
• الوصول للمادة أونلاين: 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
• المؤسسة: Singapore Management University

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...