855
Views
0
CrossRef citations to date
0
Altmetric
Articles

Using state space models as a statistical impact measurement of survey redesigns: a case study of the labour force survey of the Australian Bureau of Statistics

, &
Pages 224-238 | Received 02 Nov 2018, Accepted 03 Oct 2019, Published online: 16 Oct 2019

References

  • Aoki, M. (1987). State space modelling of time series. Heidelberg, Berlin: Springer-Verlag.
  • Australian Bureau of Statistics (ABS). (2016). Labour force, Australia, April 2016. (ABS Category Number 6202.0). Canberra, ACT: ABS. Retrieved from http://www.abs.gov.au/AUSSTATS/[email protected]/Lookup/6202.0Explanatory%20Notes1Apr%202016?OpenDocument.
  • Bell, P. (2001). Comparison of alternative labour force survey estimators. Survey Methodology, 27(2), 53–63.
  • Durbin, J., & Koopman, S. J. (2012). Time series analysis by state space methods. Oxford: Oxford University.
  • Glass, G. V., Willson, V. L., & Gottman, J. M. (2008). Design and analysis of time-series experiments. Charlotte, NC: Information Age.
  • Harvey, A. (1989). Forecasting, structural time series models and the Kalman filter. Cambridge: Cambridge University Press.
  • Koopman, S. J., Shephard, N., & Doornik, J. A. (2008). Ssfpack 3.0 statistical algorithms for models in state space form. London: Timberlake Consultants Ltd.
  • Pfeffermann, D. (1991). Estimation and seasonal adjustment of population means using data from repeated surveys. Journal of Business and Economic Statistics, 9(2), 163–175.
  • Pfeffermann, D., Feder, M., & Singnorelli, D. (1998). Estimation of autocorrecations of survey errors with application to trend estimation in small areas. Journal of Business and Economic Statistics, 16, 339–348.
  • Van den Brakel, J. A. (2008). Design-based analysis of embedded experiments with applications in the Dutch labour force survey. Journal of the Royal Statistical Society, Series A, 171(3), 581–613. doi: 10.1111/j.1467-985X.2008.00532.x
  • Van den Brakel, J. A., Griffiths, G., Surzhina, T., Wise, P., Blanchard, J., Zhang, X., & Honchar, O. (2017). A framework for measuring the impact of transitions in official statistics. Australian Bureau of Statistics, Research paper 1351.0.55.158, Canberra, Australia.
  • Van den Brakel, J. A., & Krieg, S. (2015). Dealing with small sample sizes, rotation group bias and discontinuities in a rotating panel design. Survey Methodology, 41(2), 267–296.
  • Van den Brakel, J. A., & Roels, J. (2010). Intervention analysis with state-space models to estimate discontinuities due to a survey redesign. Annals of Applied Statistics, 4(2), 1105–1138. doi: 10.1214/09-AOAS305
  • Van den Brakel, J. A., Smith, P. A., & Compton, S. (2008). Quality procedures for survey transitions, experiments, time series and discontinuities. Journal for Survey Research Methods, 2(3), 123–141.
  • Van den Brakel, J. A., Zhang, X. (Mark), & Tam, S.-M. (2019). Measuring discontinuities in time series obtained with repeated sample surveys. International Statistical Review, forthcoming.
  • Zhang, X., & Honchar, O. (2016). Predicting survey estimates by state space models using multiple data sources. (ABS Category Number 1351.0.55.159). Retrieved from http://www.abs.gov.au/AUSSTATS/[email protected]/DetailsPage/1351.0.55.159August%202017.
  • Zhang, X., Van den Brakel, J. A., Honchar, O., Wong, C., & Griffiths, G. (2017). Using state space models for statistical impact measurement of survey redesigns. (ABS Category Number 1351.0.55.160). Retrieved from http://www.abs.gov.au/AUSSTATS/[email protected]/DetailsPage/1351.0.55.160October%20201.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.