Some imputation methods for missing data in sample surveys

G. N. Singh; S. Maurya; M. Khetan; Cem Kadilar

Araştırma Makalesi

Some imputation methods for missing data in sample surveys

Yıl 2016, Cilt: 45 Sayı: 6, 1865 - 1880, 01.12.2016

G. N. Singh S. Maurya M. Khetan Cem Kadilar

Öz

The present work suggests some imputation methods to deal with the
problems of non-response in sample surveys. The imputation methods presented in this work lead to the precise estimation strategies of
population mean. Empirical studies are carried out with the help of
data borrowed from natural populations to show the superiorities of
the suggested imputation methods over usual mean, ratio and regression methods of imputation in terms of the mean square error criterions. Suitable recommendations have been put forward for the survey
practitioners

Anahtar Kelimeler

Imputation, non-response, auxiliary information, bias, mean square error

Kaynakça

. . .

Yıl 2016, Cilt: 45 Sayı: 6, 1865 - 1880, 01.12.2016

G. N. Singh S. Maurya M. Khetan Cem Kadilar

Öz

Kaynakça

. . .

Toplam 1 adet kaynakça vardır.

Ayrıntılar

Birincil Dil	İngilizce
Konular	İstatistik
Bölüm	İstatistik
Yazarlar	G. N. Singh S. Maurya Bu kişi benim M. Khetan Bu kişi benim Cem Kadilar
Yayımlanma Tarihi	1 Aralık 2016
Yayımlandığı Sayı	Yıl 2016 Cilt: 45 Sayı: 6

Kaynak Göster

APA	Singh, G. N., Maurya, S., Khetan, M., Kadilar, C. (2016). Some imputation methods for missing data in sample surveys. Hacettepe Journal of Mathematics and Statistics, 45(6), 1865-1880.
AMA	Singh GN, Maurya S, Khetan M, Kadilar C. Some imputation methods for missing data in sample surveys. Hacettepe Journal of Mathematics and Statistics. Aralık 2016;45(6):1865-1880.
Chicago	Singh, G. N., S. Maurya, M. Khetan, ve Cem Kadilar. “Some Imputation Methods for Missing Data in Sample Surveys”. Hacettepe Journal of Mathematics and Statistics 45, sy. 6 (Aralık 2016): 1865-80.
EndNote	Singh GN, Maurya S, Khetan M, Kadilar C (01 Aralık 2016) Some imputation methods for missing data in sample surveys. Hacettepe Journal of Mathematics and Statistics 45 6 1865–1880.
IEEE	G. N. Singh, S. Maurya, M. Khetan, ve C. Kadilar, “Some imputation methods for missing data in sample surveys”, Hacettepe Journal of Mathematics and Statistics, c. 45, sy. 6, ss. 1865–1880, 2016.
ISNAD	Singh, G. N. vd. “Some Imputation Methods for Missing Data in Sample Surveys”. Hacettepe Journal of Mathematics and Statistics 45/6 (Aralık 2016), 1865-1880.
JAMA	Singh GN, Maurya S, Khetan M, Kadilar C. Some imputation methods for missing data in sample surveys. Hacettepe Journal of Mathematics and Statistics. 2016;45:1865–1880.
MLA	Singh, G. N. vd. “Some Imputation Methods for Missing Data in Sample Surveys”. Hacettepe Journal of Mathematics and Statistics, c. 45, sy. 6, 2016, ss. 1865-80.
Vancouver	Singh GN, Maurya S, Khetan M, Kadilar C. Some imputation methods for missing data in sample surveys. Hacettepe Journal of Mathematics and Statistics. 2016;45(6):1865-80.