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Articles

Model-based small area estimation with no samples within the areas, by benchmarking to marginal cross-sectional and time-series estimates

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Pages 28-42 | Received 25 Jan 2019, Accepted 19 Jan 2020, Published online: 31 Jan 2020

References

  • Bare, S. (2012, August 15). Yuma’s paradox: Despite rising unemployment, population still grows. Cronkite News.
  • Bikker, R., Daalmans, J., & Mushkudiani, N. (2013). Benchmarking large accounting frameworks: A generalized multivariate model. Economic Systems Research, 25, 390–408. doi: 10.1080/09535314.2013.801010
  • Deming, W. E., & Stephan, F. F. (1940). On a least squares adjustment of a sample frequency table when the expected marginal totals are known. Annals of Mathematical Statistics, 11, 427–444. doi: 10.1214/aoms/1177731829
  • Denton, F. T. (1971). Adjustment on monthly or quarterly series to annual totals: An approach based on quadratic minimization. Journal of the American Statistical Association, 66, 99–102. doi: 10.1080/01621459.1971.10482227
  • Deville, J. C., & Särndal, C.-E. (1992). Calibration estimators in survey sampling. Journal of the American Statistical Association, 87, 376–382. doi: 10.1080/01621459.1992.10475217
  • Dostal, L., Gabler, S., Ganninger, M., & Münnich, R. (2016). Frame correction modeling with applications to the German register-assisted census 2011. Scandinavian Journal of Statistics, 43, 904–920. doi: 10.1111/sjos.12220
  • Harvey, A. C. (1989). Forecasting structural time series with the Kalman filter. Cambridge, UK: Cambridge University Press.
  • Isaki, C. T., Tsay, J. H., & Fuller, W. A. (2000). Weighting sample data subject to independent controls. Survey Methodology, 30, 35–44.
  • Kromer, B., & Howard, D. (2011). Comparison of ACS and CPS data on employment status (Working Paper Number SEHSD-WP2011-31). Social, Economic and Housing Statistics Division, U.S. Census Bureau.
  • Nagaraja, C., & McElroy, T. (2015). On the interpretation of multi-year estimates of the American community survey as period estimates. Journal of the International Association of Official Statistics, 31, 661–676.
  • Pfeffermann, D., & Barnard, C. H. (1991). Some new estimators for small area means with application to the assessment of farmland values. Journal of Business & Economic Statistics, 9, 73–83.
  • Pfeffermann, D., & Tiller, R. (2006). State-space modelling with correlated measurement errors with application to small area estimation under benchmark constraints. Journal of the American Statistical Association, 101, 1387–1397. doi: 10.1198/016214506000000591
  • Purcell, N. J., & Kish, L. (1980). Postcensal estimates for local areas (or domains). International Statistical Review, 48, 3–18. doi: 10.2307/1402400
  • Rao, J. N. K., & Molina, I. (2015). Small area estimation (2nd ed.). Hoboken, NJ: Wiley.
  • Sverchkov, M., & Tiller, R. (2016). Calibration on partly known counts in frequency tables with application to real data. 2016 JSM meetings, proceedings of the section on survey methods research, Chicago (pp. 711–713).
  • Tiller, R. B. (1992). Time series modeling of sample survey data from the U.S. Current population survey. Journal of Official Statistics, 8, 149–166.
  • U.S. Bureau of Labor Statistics. (1960). Handbook on estimating unemployment (BES No. R-185, U.S.) Department of Labor, Bureau of Employment Security.
  • U.S. Bureau of Labor Statistics, Handbook of Methods. (2019). Local area unemployment statistics. Retrieved from https://www.bls.gov/opub/hom/lau/pdf/lau.pdf
  • Zhang, L.-C., & Chambers, R. L. (2004). Small area estimates for cross-classifications. Journal of the Royal Statistical Society, Series B, 66, 479–496. doi: 10.1111/j.1369-7412.2004.05266.x

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