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The variance of some common estimators and its components under nonresponse

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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, continuing the work begun in Tångdahl (2004), now focusing on the effect of follow-ups on estimator variance. The components of the variance for some common estimators are derived 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 2005:9.

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Length: 33 pages
Date of creation: 04 Nov 2005
Date of revision:
Handle: RePEc:hhs:oruesi:2005_009

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Postal: Örebro University, Swedish Business School, SE - 701 82 ÖREBRO, Sweden
Phone: 019-30 30 00
Fax: 019-33 25 46
Web page: http://www.oru.se/templates/oruExtDeptIntroPage.aspx?id=3059
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Related research
Keywords: nonresponse variance; response distribution; RHG model; calibration for nonresponse; variance components; resource allocation;

Find related papers by JEL classification:
C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Estimation
C42 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Survey Methods

This paper has been announced in the following NEP Reports:

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Tångdahl, Sara, 2004. "Nonresponse bias for some common estimators and its change over time in the data collection process," Working Papers 2004:13, Örebro University, Swedish Business School.
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Tångdahl, Sara, 2006. "On the evaluation of the cost efficiency of nonresponse rate reduction efforts - some general considerations," Working Papers 2006:5, Örebro University, Swedish Business School. [Downloadable!]
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This page was last updated on 2009-12-14.


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