Research Article
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Synthetic Estimators and their Properties in Small Domain Estimators

Year 2002, Volume: 1 Issue: 3, 81 - 92, 16.12.2002

Abstract

Synthetic estimators are one of the estimators which play an important role and find large usage area in the estimations about small domains. In this study the definitions, properties, data requirements and ways of deriving the synthetic estimators are given, then a case study is done over the estimation of the unemployment rate in the county centers of Bolu Province which are choosen as a small domain.

References

  • D.İ.E. (1993), 1990 Genel Nüfus Sayımı, Nüfusun Sosyal ve Ekonomik Nitelikleri, İllere Göre Sonuçlar: Bolu. Ankara: Devlet İstatistik Enstitüsü Matbaası.
  • GHANGURDE, P.D., SINGH, M.P. (1977), Synthetic Estimation in Periodic Household Surveys, Journal of Survey Methodology, Statistics Canada 3, 152-181.
  • GONZALEZ, M.E.,WAKSBERG, J. (1973), Estimation of the Error of Synthetic Estimates, Paper Presented at the First Meeting of the International Association of Survey Statisticians, Vienna, Austria.
  • GONZALEZ, M.E. (1973), Use and Evaluation of Synthetic Estimates, Proceedings at the Social Statistics Section, American Statistical Association, 87, 533-540.
  • İŞ ve İŞÇİ BULMA KURUMU (1990), 1990 Yılı Faaliyet Raporu, İş ve İşçi Bulma Kurumu Genel Müdürlüğü, Ankara.
  • KISH, L. (1965), Survey Sampling: John Wiley&Sons.
  • MARKER, D.A.,WAKSBERG J. (1992), Small Area Estimation for the U.S. National Health Interview Survey, Paper Presented at the Small Area Statistics and Survey Designs International Scientific Conference, Warsaw, Poland.
  • NATIONAL CENTER for HEALTH STATISTICS (1968), Synthetic State Estimates of Disability (PHS Publication No. 1759), Washington D.C.: U.S. Government Printing Office.
  • PURCELL, N.J., KISH, L. (1979), Estimation for Small Domains, Biometrics, 35, June, 365-384.
  • PURCELL, N.J., LINACRE, S. (1976), Techniques for Estimation of Small Area Characteristics, Paper Presented at the 3rd Australian Statistical Conference, Melbourne, Australia.
  • RAO, N. K. (2000), Statistical Methodology for Indirect Estimations in Small Areas, EUSTAT, Monograph, Instituto Vasco de Estadistica-EUSTAT, San Sebastian. Spain.
  • SCHAIBLE, W.L. (1992), Use of Small Area Estimators in U.S. federal Programs, Paper Presented at the Small Area Statistics and Survey Designs International Scientific Conference, Warsaw, Poland.

Küçük Alan Tahminlerinde Sentetik Kestiriciler ve Özellikleri

Year 2002, Volume: 1 Issue: 3, 81 - 92, 16.12.2002

Abstract

Sentetik kestiriciler küçük alanlara ilişkin yapılan kestirim çalışmalarında önemli bir yer tutan ve geniş kullanım alanı bulan kestiricilerden biridirler. Bu çalışmada sentetik kestiricilerin tanımı, özellikleri, veri gereksinimleri ve oluşturuluş şekilleri incelenmiş, küçük bir alan olarak seçilen Bolu ili ilçe merkezlerinin işsizlik oranının kestirimi üzerine bir uygulama yapılmıştır.

References

  • D.İ.E. (1993), 1990 Genel Nüfus Sayımı, Nüfusun Sosyal ve Ekonomik Nitelikleri, İllere Göre Sonuçlar: Bolu. Ankara: Devlet İstatistik Enstitüsü Matbaası.
  • GHANGURDE, P.D., SINGH, M.P. (1977), Synthetic Estimation in Periodic Household Surveys, Journal of Survey Methodology, Statistics Canada 3, 152-181.
  • GONZALEZ, M.E.,WAKSBERG, J. (1973), Estimation of the Error of Synthetic Estimates, Paper Presented at the First Meeting of the International Association of Survey Statisticians, Vienna, Austria.
  • GONZALEZ, M.E. (1973), Use and Evaluation of Synthetic Estimates, Proceedings at the Social Statistics Section, American Statistical Association, 87, 533-540.
  • İŞ ve İŞÇİ BULMA KURUMU (1990), 1990 Yılı Faaliyet Raporu, İş ve İşçi Bulma Kurumu Genel Müdürlüğü, Ankara.
  • KISH, L. (1965), Survey Sampling: John Wiley&Sons.
  • MARKER, D.A.,WAKSBERG J. (1992), Small Area Estimation for the U.S. National Health Interview Survey, Paper Presented at the Small Area Statistics and Survey Designs International Scientific Conference, Warsaw, Poland.
  • NATIONAL CENTER for HEALTH STATISTICS (1968), Synthetic State Estimates of Disability (PHS Publication No. 1759), Washington D.C.: U.S. Government Printing Office.
  • PURCELL, N.J., KISH, L. (1979), Estimation for Small Domains, Biometrics, 35, June, 365-384.
  • PURCELL, N.J., LINACRE, S. (1976), Techniques for Estimation of Small Area Characteristics, Paper Presented at the 3rd Australian Statistical Conference, Melbourne, Australia.
  • RAO, N. K. (2000), Statistical Methodology for Indirect Estimations in Small Areas, EUSTAT, Monograph, Instituto Vasco de Estadistica-EUSTAT, San Sebastian. Spain.
  • SCHAIBLE, W.L. (1992), Use of Small Area Estimators in U.S. federal Programs, Paper Presented at the Small Area Statistics and Survey Designs International Scientific Conference, Warsaw, Poland.
There are 12 citations in total.

Details

Primary Language Turkish
Subjects Econometric and Statistical Methods
Journal Section Research Articles
Authors

Volkan Sevinç

Publication Date December 16, 2002
Published in Issue Year 2002 Volume: 1 Issue: 3

Cite

APA Sevinç, V. (2002). Küçük Alan Tahminlerinde Sentetik Kestiriciler ve Özellikleri. İstatistik Araştırma Dergisi, 1(3), 81-92.