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Volumn 225, Issue 5, 2005, Pages 529-543

The effect of microaggregation procedures on the estimation of linear models: A simulation study

Author keywords

Bias; Consistency; Disclosure control; Microaggregation; Simple linear model

Indexed keywords


EID: 25844484186     PISSN: 00214027     EISSN: None     Source Type: Journal    
DOI: 10.1515/jbnst-2005-0504     Document Type: Article
Times cited : (10)

References (13)
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  • 2
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    • An empirical comparison of SDC methods for continuous microdata in terms of information loss and Re-identification risk
    • Skopje, Macedonia, March 14-16, 2001
    • Domingo-Ferrer, J., J.M. Mateo-Sanz (2001), An Empirical Comparison of SDC Methods for Continuous Microdata in Terms of Information Loss and Re-Identification Risk. Second Joint ECE/Eurostat Work Session on Statistical Data Confidentiality, Skopje, Macedonia, March 14-16, 2001.
    • (2001) Second Joint ECE/Eurostat Work Session on Statistical Data Confidentiality
    • Domingo-Ferrer, J.1    Mateo-Sanz, J.M.2
  • 4
    • 0000824403 scopus 로고    scopus 로고
    • A quantitative comparison of disclosure control methods for microdata
    • P. Doyle, J. Lane, J. Theeuwes, L. Zayatz (eds.), North-Holland, Amsterdam
    • Domingo-Ferrer, J., V. Torra (2001), A Quantitative Comparison of Disclosure Control Methods for Microdata. In: P. Doyle, J. Lane, J. Theeuwes, L. Zayatz (eds.), Confidentiality, Disclosure, and Data Access, North-Holland, Amsterdam, pp. 111-133.
    • (2001) Confidentiality, Disclosure, and Data Access , pp. 111-133
    • Domingo-Ferrer, J.1    Torra, V.2
  • 5
    • 18444394568 scopus 로고    scopus 로고
    • Disclosure risk assessment
    • P. Doyle, J. Lane, J. Theeuwes, L. Zayatz (eds.), North-Holland, Amsterdam
    • Elliot, M. (2001), Disclosure Risk Assessment. In: P. Doyle, J. Lane, J. Theeuwes, L. Zayatz (eds.), Confidentiality, Disclosure, and Data Access, North-Holland, Amsterdam, pp. 75-90.
    • (2001) Confidentiality, Disclosure, and Data Access , pp. 75-90
    • Elliot, M.1
  • 6
    • 0004672433 scopus 로고
    • An investigation of the consequences of partial aggregation of micro-economic data
    • Feige, E.L., H.W. Watts (1972), An Investigation of the Consequences of Partial Aggregation of Micro-Economic Data. Econometrica, Vol. 40, No. 2, pp. 343-360.
    • (1972) Econometrica , vol.40 , Issue.2 , pp. 343-360
    • Feige, E.L.1    Watts, H.W.2
  • 7
    • 25844463442 scopus 로고    scopus 로고
    • Schätzung ökonometrischer Modelle auf der Grundlage anonymisierter Daten
    • G. Ronning, R. Gnoss (eds.), Forum der Bundesstatistik, Wiesbaden
    • Lechner, S., W. Pohlmeier (2003), Schätzung ökonometrischer Modelle auf der Grundlage anonymisierter Daten. In: G. Ronning, R. Gnoss (eds.), Anonymisierung wirtschaftsstatistischer Einzeldaten, Forum der Bundesstatistik, Band 42, Wiesbaden, pp. 115-137.
    • (2003) Anonymisierung Wirtschaftsstatistischer Einzeldaten , vol.42 , pp. 115-137
    • Lechner, S.1    Pohlmeier, W.2
  • 8
    • 0011583643 scopus 로고    scopus 로고
    • A comparative study of microaggregation methods
    • Mateo-Sanz, J.M., J. Domingo-Ferrer (1998), A Comparative Study of Microaggregation Methods. Questiio, Vol. 22, No. 3, pp. 511-526.
    • (1998) Questiio , vol.22 , Issue.3 , pp. 511-526
    • Mateo-Sanz, J.M.1    Domingo-Ferrer, J.2
  • 10
    • 25844505647 scopus 로고    scopus 로고
    • Consistent estimation of a simple linear model under microaggregation
    • SFB 386, Institut für Statistik, Ludwig-Maximilians-Universität München
    • Schmid, M., H. Schneeweiss, H. Küchenhoff (2005), Consistent Estimation of a Simple Linear Model Under Microaggregation. Discussion Paper 415, SFB 386, Institut für Statistik, Ludwig-Maximilians-Universität München.
    • (2005) Discussion Paper , vol.415
    • Schmid, M.1    Schneeweiss, H.2    Küchenhoff, H.3
  • 12
    • 25844446574 scopus 로고    scopus 로고
    • Single-ranking micro-aggregation and Re-identification
    • U.S. Bureau of the Census, Washington
    • Winkler, W.E. (2002), Single-Ranking Micro-aggregation and Re-identification. Statistical Research Division report RR 2002/08, U.S. Bureau of the Census, Washington.
    • (2002) Statistical Research Division Report , vol.RR 2002-08
    • Winkler, W.E.1
  • 13
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    • Disclosure risk assessment in perturbative microdata protection
    • J. Domingo-Ferrer (ed.), Springer, New York
    • Yancey, W.E., W.E. Winkler, R.H. Creecy (2002), Disclosure Risk Assessment in Perturbative Microdata Protection. In: J. Domingo-Ferrer (ed.), Inference Control in Statistical Databases, Springer, New York, pp. 135-152.
    • (2002) Inference Control in Statistical Databases , pp. 135-152
    • Yancey, W.E.1    Winkler, W.E.2    Creecy, R.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.