Estimation and Adjustment of Self-Selection Bias in Volunteer Panel Web Surveys

doi:10.1063/1.4952211

	Estimation and Adjustment of Self-Selection Bias in Volunteer Panel Web Surveys
	Niu, Chengying
	2016
会议名称	PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2015 (ICNAAM-2015)
会议录名称	AMER INST PHYSICS
卷号	1738
会议日期	SEP 23-29, 2015
会议地点	Rhodes, GREECE
出版地	2 HUNTINGTON QUADRANGLE, STE 1NO1, MELVILLE, NY 11747-4501 USA
出版者	AMER INST PHYSICS
摘要	By using propensity score matching method of random sample, we matched simple random sample units and volunteer panel Web survey sample units based on the equal or similar propensity score. The unbiased estimators of the population parameters are constructed by using the matching simple random sample, and the self-selection bias is estimated. We propose propensity score weighted and matching sample post stratification weighted methods to estimate the population parameters, and the self-selection bias in volunteer panel Web Surveys are adjusted.
关键词	Volunteer Panel Sample Web Survey Self-Selection Bias Sample Matching
DOI	10.1063/1.4952211
URL	查看原文
收录类别	CPCI ; CPCI-S
语种	英语
WOS研究方向	Mathematics ; Physics
WOS类目	Mathematics, Applied ; Physics, Applied
WOS记录号	WOS:000380803300433
原始文献类型	Proceedings Paper
引用统计	被引频次[WOS]：0 [WOS记录] [WOS相关记录]
文献类型	会议论文
条目标识符	http://ir.lzufe.edu.cn/handle/39EH0E1M/18699
专题	统计与数据科学学院
作者单位	1.Fuzhou Univ, Sch Econ & Management, Fuzhou 350108, Fujian, Peoples R China; 2.Lanzhou Univ Finance & Econ, Sch Stat, Lanzhou 73002, Gansu, Peoples R China
推荐引用方式 GB/T 7714	Niu, Chengying. Estimation and Adjustment of Self-Selection Bias in Volunteer Panel Web Surveys[C]. 2 HUNTINGTON QUADRANGLE, STE 1NO1, MELVILLE, NY 11747-4501 USA:AMER INST PHYSICS,2016.

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