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author:

Niu, C. (Niu, C..) [1]

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Scopus

Abstract:

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. © 2016 Author(s).

Keyword:

Volunteer Panel Sample; Web Survey; Self-Selection Bias; Sample Matching.

Community:

  • [ 1 ] [Niu, C.]School of Economics and Management, Fuzhou University, Fuzhou, Fujian, 350108, China
  • [ 2 ] [Niu, C.]School of Statistical, Lanzhou University of Finance and Economics, Lanzhou, Gansu, 73002, China

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Source :

AIP Conference Proceedings

ISSN: 0094-243X

Year: 2016

Volume: 1738

Language: English

Cited Count:

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ESI Highly Cited Papers on the List: 0 Unfold All

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Chinese Cited Count:

30 Days PV: 1

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