Enriching surveys with supplementary data and its application to studying wage regression

• Main Authors: LEUNG, Denis H. Y., YAMADA, Ken, ZHANG, Biao
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2015
• Subjects: empirical likelihood; inverse probability weighting; selection bias; supplementary data; surveys; regression analysis; Econometrics
• Online Access: https://ink.library.smu.edu.sg/soe_research/1992; https://ink.library.smu.edu.sg/context/soe_research/article/2991/viewcontent/EnrichingSurveys_SJS_2015.pdf
• Institution: Singapore Management University

We consider the problem of supplementing survey data with additional information from a population. The framework we use is very general; examples are missing data problems, measurement error models and combining data from multiple surveys. We do not require the survey data to be a simple random sam...