Research Article
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Cevapsızlık olması ve olmaması durumlarında sistematik örneklemede ortalama tahmini

Year 2017, Volume 10, Issue 1, 23 - 39, 25.06.2017

Abstract

Bu çalışmada cevapsızlık varlığında ve yokluğunda sistematik örneklem ortalamasının tahmini için dönüşüm yapılmış yardımcı değişkenler kullanılarak iki yeni tahmin edici sınıfı önerildi. Yan ve hata karaler ortalamalarının matematiksel formülleri bulundu. Ayrıca önerilen tahmin edicilerin performansını göstermek için sayısal bir örnek yapılmıştır.Sayısal çalışma sonucunda, önerilen tahmin ediciler sistematik örneklemede genel örneklem ortalamasından, regresyon tahmin edicisinden, Singh and Solanki [8], Singh et al. [9], Swain [11] ve Koyuncu [3] tahmin edicilerinden daha iyi sonuç vermiştir

References

  • [1] W.G. Cochran, 1977, Sampling Technique, 3rd ed., John Wiley and Sons, New York.
  • [2] M.H. Hansen, W.N. Hurwitz, 1946, The problem of non-response in sample surveys, Journal of the American Statistical Association, 41, 517-529.
  • [3] N. Koyuncu, 2012, Efficient estimators of population mean using auxiliary attributes, Applied Mathematics and Computation, 218, 10900-10905.
  • [4] S. Mohanty, J. Sahoo, 1995, A note on improving the ratio method of estimation through linear transformation using certain known population parameters, Sankhya: The Indian Journal of Statistics, Series B, 57, 93-102.
  • [5] M.N. Murthy, 1967, Sampling: Theory and Methods, Statistical Publishing Society, Calcutta.
  • [6] S. Riaz, G. Diana, J. Shabbir, 2017, Modified classes of estimators in circular systematic sampling, Hacettepe J. Math. Stat, Doi: 10.15672/HJMS.20158412762.
  • [7] N. D. Shukla, 1971, Systematic sampling and product method of estimation, In Proceeding of all India Seminar on Demography and Statistics, BHU, Varanasi, India.
  • [8] H.P. Singh, R.S. Solanki, 2012, An efficient class of estimators for the population mean using auxiliary information in systematic sampling, Journal of Statistical Theory and Practice, 6, 274-285.
  • [9] R. Singh, S. Malik, M.K. Chaudhary, H.K. Verma, A.A. Adewara, 2012, A general family of ratio-type estimators in systematic sampling, Journal of Reliability and Statistical Studies, 5, 73-82.
  • [10] A.K.P.C. Swain, 1964, The use of systematic sampling in ratio estimate, Jour. Ind. Stat. Assoc, 2, 160-164.
  • [11] A.K.P.C. Swain, 2014, On an improved ratio type estimator of finite population mean in sample surveys ratio, Revista Investigacion Operacional, 35,1, 49-57.
  • [12] H.K. Verma, 2014, Some improved estimators in systematic sampling under non-response, National Academy Science Letters, 37, 91-95.

Estimation of population mean under systematic random sampling in absence and presence non-response

Year 2017, Volume 10, Issue 1, 23 - 39, 25.06.2017

Abstract

In this article, we propose two new classes of estimator using transformed auxiliary variables for the estimation of systematic sample mean in absence and presence of non-response. The mathematical expressions of biases and mean square errors are determined. A numerical illustration is also performed to illustrate the performance of the proposed estimators. Based on the numerical study, the proposed estimator performs better than the usual sample estimator, regression estimator, Singh and Solanki [8], Singh et al. [9], Swain [11] and Koyuncu [3] estimators in systematic sampling.

References

  • [1] W.G. Cochran, 1977, Sampling Technique, 3rd ed., John Wiley and Sons, New York.
  • [2] M.H. Hansen, W.N. Hurwitz, 1946, The problem of non-response in sample surveys, Journal of the American Statistical Association, 41, 517-529.
  • [3] N. Koyuncu, 2012, Efficient estimators of population mean using auxiliary attributes, Applied Mathematics and Computation, 218, 10900-10905.
  • [4] S. Mohanty, J. Sahoo, 1995, A note on improving the ratio method of estimation through linear transformation using certain known population parameters, Sankhya: The Indian Journal of Statistics, Series B, 57, 93-102.
  • [5] M.N. Murthy, 1967, Sampling: Theory and Methods, Statistical Publishing Society, Calcutta.
  • [6] S. Riaz, G. Diana, J. Shabbir, 2017, Modified classes of estimators in circular systematic sampling, Hacettepe J. Math. Stat, Doi: 10.15672/HJMS.20158412762.
  • [7] N. D. Shukla, 1971, Systematic sampling and product method of estimation, In Proceeding of all India Seminar on Demography and Statistics, BHU, Varanasi, India.
  • [8] H.P. Singh, R.S. Solanki, 2012, An efficient class of estimators for the population mean using auxiliary information in systematic sampling, Journal of Statistical Theory and Practice, 6, 274-285.
  • [9] R. Singh, S. Malik, M.K. Chaudhary, H.K. Verma, A.A. Adewara, 2012, A general family of ratio-type estimators in systematic sampling, Journal of Reliability and Statistical Studies, 5, 73-82.
  • [10] A.K.P.C. Swain, 1964, The use of systematic sampling in ratio estimate, Jour. Ind. Stat. Assoc, 2, 160-164.
  • [11] A.K.P.C. Swain, 2014, On an improved ratio type estimator of finite population mean in sample surveys ratio, Revista Investigacion Operacional, 35,1, 49-57.
  • [12] H.K. Verma, 2014, Some improved estimators in systematic sampling under non-response, National Academy Science Letters, 37, 91-95.

Details

Primary Language English
Journal Section Articles
Authors

Usman SHAHZAD>

Pakistan


Muhammad HANİF This is me

Pakistan


Nursel KOYUNCU> (Primary Author)
HACETTEPE ÜNİVERSİTESİ
Türkiye


Amelia Victoria Garcia LUENGO>

Spain

Publication Date June 25, 2017
Published in Issue Year 2017, Volume 10, Issue 1

Cite

Bibtex @research article { jssa419289, journal = {İstatistikçiler Dergisi:İstatistik ve Aktüerya}, issn = {1308-0539}, eissn = {1308-0539}, address = {}, publisher = {Aktüerya Derneği}, year = {2017}, volume = {10}, number = {1}, pages = {23 - 39}, title = {Estimation of population mean under systematic random sampling in absence and presence non-response}, key = {cite}, author = {Shahzad, Usman and Hanif, Muhammad and Koyuncu, Nursel and Luengo, Amelia Victoria Garcia} }
APA Shahzad, U. , Hanif, M. , Koyuncu, N. & Luengo, A. V. G. (2017). Estimation of population mean under systematic random sampling in absence and presence non-response . İstatistikçiler Dergisi:İstatistik ve Aktüerya , 10 (1) , 23-39 . Retrieved from https://dergipark.org.tr/en/pub/jssa/issue/36810/419289
MLA Shahzad, U. , Hanif, M. , Koyuncu, N. , Luengo, A. V. G. "Estimation of population mean under systematic random sampling in absence and presence non-response" . İstatistikçiler Dergisi:İstatistik ve Aktüerya 10 (2017 ): 23-39 <https://dergipark.org.tr/en/pub/jssa/issue/36810/419289>
Chicago Shahzad, U. , Hanif, M. , Koyuncu, N. , Luengo, A. V. G. "Estimation of population mean under systematic random sampling in absence and presence non-response". İstatistikçiler Dergisi:İstatistik ve Aktüerya 10 (2017 ): 23-39
RIS TY - JOUR T1 - Estimation of population mean under systematic random sampling in absence and presence non-response AU - UsmanShahzad, MuhammadHanif, NurselKoyuncu, Amelia Victoria GarciaLuengo Y1 - 2017 PY - 2017 N1 - DO - T2 - İstatistikçiler Dergisi:İstatistik ve Aktüerya JF - Journal JO - JOR SP - 23 EP - 39 VL - 10 IS - 1 SN - 1308-0539-1308-0539 M3 - UR - Y2 - 2017 ER -
EndNote %0 Journal of Statisticians: Statistics and Actuarial Sciences Estimation of population mean under systematic random sampling in absence and presence non-response %A Usman Shahzad , Muhammad Hanif , Nursel Koyuncu , Amelia Victoria Garcia Luengo %T Estimation of population mean under systematic random sampling in absence and presence non-response %D 2017 %J İstatistikçiler Dergisi:İstatistik ve Aktüerya %P 1308-0539-1308-0539 %V 10 %N 1 %R %U
ISNAD Shahzad, Usman , Hanif, Muhammad , Koyuncu, Nursel , Luengo, Amelia Victoria Garcia . "Estimation of population mean under systematic random sampling in absence and presence non-response". İstatistikçiler Dergisi:İstatistik ve Aktüerya 10 / 1 (June 2017): 23-39 .
AMA Shahzad U. , Hanif M. , Koyuncu N. , Luengo A. V. G. Estimation of population mean under systematic random sampling in absence and presence non-response. JSSA. 2017; 10(1): 23-39.
Vancouver Shahzad U. , Hanif M. , Koyuncu N. , Luengo A. V. G. Estimation of population mean under systematic random sampling in absence and presence non-response. İstatistikçiler Dergisi:İstatistik ve Aktüerya. 2017; 10(1): 23-39.
IEEE U. Shahzad , M. Hanif , N. Koyuncu and A. V. G. Luengo , "Estimation of population mean under systematic random sampling in absence and presence non-response", İstatistikçiler Dergisi:İstatistik ve Aktüerya, vol. 10, no. 1, pp. 23-39, Jun. 2017