Robustness of Adaptive Survey Designs to Inaccuracy of Design Parameters
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References
- Bethlehem, J., F. Cobben, and B. Schouten. 2011.
Handbook of Nonresponse in Household Surveys . Hoboken: Wiley. - Bruin, L., N. Mushkudiani, and B. Schouten. 2016. “A Bayesian Analysis of Mixed-Mode Data Collection.” Paper presented at the 71st Annual Conference of the American Association for Public Opinion Research, Austin TX, May 12–15. Available at:
http://hummedia.manchester.ac.uk/institutes/cmist/BADEN/workshop-2016/AAPOR_Bruin-Mushkudiani-Schouten.pdf (accessed June 2017). - Calaway, R., Revolution Analytics, and S. Weston. 2015a. “Package ‘foreach.” Available at:
https://cran.r-project.org/package=foreach (accessed June 2017). - Calaway, R., Revolution Analytics, S. Weston, and D. Tenenbaum. 2015b. “Package ‘doParallel’.” Available at:
https://cran.r-project.org/package=doParallel (accessed June 2017). - Calinescu, M. and B. Schouten. 2015. “Adaptive Survey Designs to Minimize Survey Mode Effects––a Case Study on the Dutch Labor Force Survey.”
Survey Methodology 41: 403–425. - Calinescu, M. and B. Schouten. 2016. “Adaptive Survey Designs for Nonresponse and Measurement Error in Multi-Purpose Surveys.”
Survey Research Methods 10: 35–47. Doi:10.18148/srm/2016.v10i1.6157">http://dx.doi.org/10.18148/srm/2016.v10i1.6157 . - Calinescu, M., S. Bhulai, and B. Schouten. 2013. “Optimal Resource Allocation in Survey Designs.”
European Journal of Operational Research 226: 115–121. Doi:10.1016/j.ejor.2012.10.046">http://dx.doi.org/10.1016/j.ejor.2012.10.046 . - CBS. 2015.
Onderzoek Verplaatsingen in Nederland 2015. Onderzoeksbeschrijving . The Hague/Heerlen: Statistics Netherlands. Available at:https://www.cbs.nl/-/media/_pdf/2016/38/2016ep27.pdf (accessed June 2017). - Chesnut, J. 2013.
Model-Based Mode of Data Collection Switching from Internet to Mail in the American Community Survey . Washington: US Census Bureau. Available at:https://census.gov/content/dam/Census/library/working-papers/2013/acs/2013_Chesnut_01.pdf (accessed June 2017). - Deming, W.E. and F.F. Stephan. 1940. “On a Least Squares of Adjustment of a Sampled Frequency Table When the Expected Totals Are Known.”
Annals of Mathematical Statistics 11: 427–444. Doi:10.1214/aoms/1177731829">http://dx.doi.org/10.1214/aoms/1177731829 . - Groves, R.M. and S.G. Heeringa. 2006. “Responsive Design for Household Surveys: Tools for Actively Controlling Survey Errors and Costs.”
Journal of the Royal Statistical Society A 169: 439–457. Doi:10.1111/j.1467-985X.2006.00423.x">http://dx.doi.org/10.1111/j.1467-985X.2006.00423.x . - Johnson, S.G. 2016. “The NLopt Nonlinear-Optimization Package.” Available at:
http://ab-initio.mit.edu/wiki/index.php/NLopt (accessed June 2017). - Kish, K. 1987. “Weighting in Deft2.”
The Survey Statistician 17: 26–30. - Laflamme, F. and M. Karaganis. 2010. “Implementation of Responsive Collection Design for CATI Surveys at Statistics Canada.” Paper presented at the European Conference on Quality in Official Statistics (Q2010), Helsinki, May 4–6. Available at:
https://q2010.stat.fi/sessions/session-29 (accessed June 2017). - Perryck, K. 2015.
Assessing the Impact of Inaccuracy in Design Parameters on the Performance of Adaptive Survey Designs . Utrecht: Utrecht University. (MSc thesis.) - Peytchev, A., S. Riley, J. Rosen, J. Murphy, and M. Lindblad. 2010. “Reduction of Nonresponse Bias through Case Prioritization.”
Survey Research Methods 4: 21–29. Doi:10.18148/srm/2010.v4i1.3037">http://dx.doi.org/10.18148/srm/2010.v4i1.3037 . - Powell, M.J.D. 1994. “A Direct Search Optimization Method that Models the Objective and Constraint Functions by Linear Interpolation.” In
Advances in Optimization and Numerical Analysis , edited by S. Gomez and J.-P. Hennart, 51–67. Dordrecht: Kluwer Academic. - R Core Team. 2014.
R: A Language and Environment for Statistical Computing . Vienna: R Foundation for Statistical Computing. Available at:http://www.r-project.org/ (accessed June 2017). - Särndal, C.-E. and P. Lundquist. 2013. “Aspects of Responsive Survey Design with Applications to the Swedish Living Conditions Survey.”
Journal of Official Statistics 29: 557–582. Doi:10.2478/jos-2013-0040">http://dx.doi.org/10.2478/jos-2013-0040 . - Särndal, C.-E., B. Swensson, and J. Wretman. 1992.
Model Assisted Survey Sampling . New York: Springer. - Schouten, B. and N. Shlomo. 2015.
Selecting Adaptive Survey Design Strata with Partial R-indicators . The Hague/Heerlen: Statistics Netherlands. (Discussion paper 201521.) - Schouten, B., M. Calinescu, and A. Luiten. 2013a. “Optimizing Quality of Response Through Adaptive Survey Designs.”
Survey Methodology 39: 29–58. - Schouten, B., J. van den Brakel, B. Buelens, J. van der Laan, and Th. Klausch. 2013b. “Disentangling Mode-Specific Selection and Measurement Bias in Social Surveys.”
Social Science Research 42: 1555–1570. Doi:10.1016/j.ssresearch.2013.07.005">http://dx.doi.org/10.1016/j.ssresearch.2013.07.005 . - Schouten, B., F. Cobben, P. Lundquist, and J. Wagner. 2016. “Does More Balanced Survey Response Imply Less Non-Response Bias?”
Journal of the Royal Statistical Society A 179: 727–748. Doi:10.1111/rssa.12152">http://dx.doi.org/10.1111/rssa.12152 . - Sutton, R.S. and A.G. Barto. 2012.
Reinforcement Learning: An Introduction . Second edition. Cambridge MA: MIT Press. - Tourangeau, R., J.M. Brick, S. Lohr, and J. Li. 2017. “Adaptive and Responsive Survey Designs: a Review and Assessment.”
Journal of the Royal Statistical Society Series A 180: 203–223. Doi:10.1111/rssa.12186">http://dx.doi.org/10.1111/rssa.12186 . - Wagner, J. 2008.
Adaptive Survey Design to Reduce Nonresponse Bias . Ann Arbor: University of Michigan. (Doctoral thesis.) - Wagner, J. 2013. “Adaptive Contact Strategies in Telephone and Face-to-face Surveys.”
Survey Research Methods 7: 45–55. Doi:10.18148/srm/2013.v7i1.5037">http://dx.doi.org/10.18148/srm/2013.v7i1.5037 . - Ypma, J. 2015. “Package ‘nloptr’.” Available at:
https://cran.r-project.org/package=nloptr (accessed June 2017).
DOI: https://doi.org/10.1515/jos-2017-0032 | Journal eISSN: 2001-7367
Language: English
Page range: 687 - 708
Submitted on: Mar 1, 2016
Accepted on: Jun 1, 2017
Published on: Sep 9, 2017
Published by: Sciendo
In partnership with: Paradigm Publishing Services
Publication frequency: 4 times per year
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© 2017 Joep Burger, Koen Perryck, Barry Schouten, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.