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STS547 Daan Zult et al.
               error corrected sample weights’. However, we should note that the presence
               of sample weights usually implies that the source only covers a (very) small
               part of the population, so when multiple sources contain sample weights the
               probability of matches becomes low, leading to very low cell counts and an
               unreliable PSE. How exactly sample weights can be combined with linkage and
               linkage error correction requires further research.

               References
               1.  Cormack, R. M. (1989). Log-linear models for capture-recapture.
                   Biometrics, 45, 395 – 413.
               2.  De Wolf, PP., Van Der Laan, J. and Zult, D. (2018). Joining correction
                   methods for linkage error in capture-recapture, 45, Discussion paper,
                   Statistics Netherlands, The Hague/Heerlen. Available at:
                   https://www.cbs.nl/en-gb/background/2018/18/connecting-correction-
                   methods-for-linkage-error-in-crc. To appear in Journal of Official
                   Statistics, September 2019.
               3.  Di Consiglio, L. and Tuoto, T. (2015). Coverage evaluation on
                   probabilistically linked data. Journal of Official Statistics, 31, 415 – 429.
               4.  Di Consiglio, L. and Tuoto, T. (2018). Population Size Estimation and
                   Linkage Errors: the Multiple Lists Case. Journal of Official Statistics, Vol.
                   34, No. 4, 2018, pp. 889–908.
               5.  Ding, Y. and Fienberg, S.E. (1994). Dual system estimation of Census
                   undercount in the presence of matching error. Survey Methodology, 20,
                   149 – 158.
               6.  Fellegi, I. P. and Sunter, A. B. (1969). A Theory for Record Linkage. Journal
                   of the American Statistical Association, 64, 1183 – 1210.
               7.  Gerritse, S.C., Bakker, B.F.M. and Van der Heijden, P.G.M. (2017). The impact
                   of linkage errors and erroneous captures on the population size estimator
                   due to implied coverage. Discussion paper 2017 - 16, Statistics
                   Netherlands, The Hague/Heerlen. Available at: https://www.cbs.nl/en-
                   gb/background/2017/39/impact-of-linkage-errors-and-erroneous-
                   captures
               8.  Jaro, M. (1989). Advances in Record Linkage Methodology as Applied to
                   Matching the 1985 Test Census of Tampa, Florida. Journal of American
                   Statistical Association 84: 414–420.
               9.  McLeod, P., Heasman, D. and Forbes, I. (2011). Simulated data for the on
                   the job training. Essnet DI. Available at: http://www.cros-
                   portal.eu/content/job-training.
               10. Lincoln, F. C. (1930). Calculating Waterfowl Abundance on the Basis of
                   Banding Returns, U.S. Dept. Agric., 118: 1-4.






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