论文信息 - Challenges in the Treatment of Unit Nonresponse for Selected Business Surveys: A Case Study

Challenges in the Treatment of Unit Nonresponse for Selected Business Surveys: A Case Study

Probability sample selection procedures gift methodologists with quite a bit of control before data collection. Unfortunately, not all sample units respond and those that do will not always provide data on every questioned characteristic, which can lead to biased estimates of totals. In this paper, we focus entirely on the challenges of mitigating nonresponse bias effects in business surveys, using empirical examples from one survey to illustrate challenges common to many programs.

Katherine Jenny Thompson | Katrina T. Washington | K. J. Thompson | K. T. Washington

[1] Roderick J. A. Little,et al. Proxy Pattern-Mixture Analysis for Survey Nonresponse , 2011 .

[2] Diane K. Willimack,et al. A hybrid response process model for business surveys , 2010 .

[3] Robert M. Groves,et al. Using variation in response rates of demographic subgroups as evidence of nonresponse bias in survey estimates , 2009 .

[5] Nicole A. Lazar,et al. Statistical Analysis With Missing Data , 2003, Technometrics.

[6] Andreas Karlsson,et al. Estimation in Surveys with Nonresponse , 2007, Technometrics.

[7] K. J. Thompson,et al. Challenges in the Treatment of Nonresponse for Selected Business Surveys , 2012 .

[8] Andrew Miller,et al. Using Paradata to Actively Manage Data Collection Survey Process , 2008 .

[9] Carl-Erik Särndal,et al. The 2010 Morris Hansen lecture dealing with survey nonresponse in data collection, in estimation , 2011 .

[10] Carl-Erik Särndal,et al. Model Assisted Survey Sampling , 1997 .

[11] Robert M. Groves,et al. Responsive design for household surveys: tools for actively controlling survey errors and costs , 2006 .

[12] R. Little,et al. Does Weighting for Nonresponse Increase the Variance of Survey Means? (Conference Paper) , 2004 .

[13] Ingram Olkin,et al. Incomplete data in sample surveys , 1985 .

[14] G. Kalton,et al. The treatment of missing survey data , 1986 .

[15] G. Roberts,et al. Logistic regression analysis of sample survey data , 1987 .