On the use of imputation methods for missing data in estimation of population mean under two-phase sampling design

G. N. SİNGH; S. SUMAN; Cem KADİLAR

Makale detayları

On the use of imputation methods for missing data in estimation of population mean under two-phase sampling design

Yazarlar:

G. N. SİNGH | S. SUMAN | Cem KADİLAR

Yayıncı:

Hacettepe University

Ana Başlıklar:

Analiz

Dergi:

Hacettepe Journal of Mathematics and Statistics 2018 Vol.47 Issue 6, pp.1715-1729

Belge Tipi:

Makale

Yayın Tarihi:

12/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000451758

Sıklık:

İki Aylık

eISSN:

2651-477X

pISSN:

2651-477X

Özet:

 

Non-response is an unavoidable feature in sample surveys and it needs to be carefully handled to avoid the biased estimates of population characteristics/parameters. Imputation is one of the latest fascinating methods which is attracting the attention of survey practitioners to deal with the problems of non-response because it makes the survey data complete before the beginning of generating the survey estimates. The present work proposes some new imputation methods to compensate the missing data in two-phase sampling when non-response observed in samples of both the phases. The proposed imputation methods result in chain type estimators of population mean of study variable and the resultant estimators have shown the efficacious performances in terms of producing the more precise estimates. Properties of the proposed estimators are examined with the help of empirical and simulation studies. Results are critically analyzed and suitable recommendations are put forward to the survey   practitioners. .

Makale detayları

On the use of imputation methods for missing data in estimation of population mean under two-phase sampling design

Yazarlar: G. N. SİNGH | S. SUMAN | Cem KADİLAR

Yayıncı: Hacettepe University

Ana Başlıklar: Analiz

Dergi: Hacettepe Journal of Mathematics and Statistics 2018 Vol.47 Issue 6, pp.1715-1729

Belge Tipi: Makale

Yayın Tarihi: 12/2018

Belge Dili: İngilizce

Document ID (Org No.): 2000451758

Sıklık: İki Aylık

eISSN: 2651-477X

pISSN: 2651-477X

Sayı

Yazarlar:

G. N. SİNGH | S. SUMAN | Cem KADİLAR

Yayıncı:

Hacettepe University

Ana Başlıklar:

Analiz

Dergi:

Hacettepe Journal of Mathematics and Statistics 2018 Vol.47 Issue 6, pp.1715-1729

Belge Tipi:

Makale

Yayın Tarihi:

12/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000451758

Sıklık:

İki Aylık

eISSN:

2651-477X

pISSN:

2651-477X