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Nonresponse bias for some common estimators and its change over time in the data collection process

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Author Info
Tångdahl, Sara (Department of Business, Economics, Statistics and Informatics)
Abstract

In most surveys, the risk of nonresponse is a factor taken into account at the planning stage. Commonly, resources are set aside for a follow-up procedure which aims at reducing the nonresponse rate. However, we should pay attention to the effect of nonresponse, rather than the nonresponse rate itself.

When considering nonresponse error, i.e. bias and variance, it is not obvious that the resources spent on nonresponse rate reduction efforts are time and money well spent. In this paper we address this issue, focusing on the effect of follow-ups on nonresponse bias. The nonresponse biases for some common estimators are derived, and the change in bias for these estimators is studied under a setup that allows us to take into account the data collection process, and follow-up efforts in particular.

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Publisher Info
Paper provided by Örebro University, Swedish Business School in its series Working Papers with number 2004:13.

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Length: 37 pages
Date of creation: 29 Oct 2004
Date of revision:
Handle: RePEc:hhs:oruesi:2004_013

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Postal: Örebro University, Swedish Business School, SE - 701 82 ÖREBRO, Sweden
Phone: 019-30 30 00
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Web page: http://www.oru.se/templates/oruExtDeptIntroPage.aspx?id=3059
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Related research
Keywords: nonresponse bias; follow-ups; response; distribution; RHG model; calibration;

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Find related papers by JEL classification:
C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Estimation

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  1. Tångdahl, Sara, 2005. "The variance of some common estimators and its components under nonresponse," Working Papers 2005:9, Örebro University, Swedish Business School. [Downloadable!]
Statistics
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