Modified Classes of Regression-Type Estimators of Population Mean in the Presence of Auxiliary Attribute under Double Sampling Scheme

A. Audu; S. A. Abdulazeez; I. Abubakar; Y. M. Ahijjo; A. Gidado and M. A. Yunusa

doi:10.4314/njbas.v30i2.6

2023, Vol: 31, Issue: 1

31 / 1Current Issue Online First Archive Aims and Scope Abstracting & Indexing Most Accessed Articles Most Downloaded Articles Most Cited Articles

« Previous Article

Original Research

Nig. J. Basic Appl. Sci.. 2022; 30(2): 45-53

doi: 10.4314/njbas.v30i2.6

Modified Classes of Regression-Type Estimators of Population Mean in the Presence of Auxiliary Attribute under Double Sampling Scheme

A. Audu, S. A. Abdulazeez, I. Abubakar, Y. M. Ahijjo, A. Gidado and M. A. Yunusa.

Abstract
In sample survey, reliable and efficient estimates are often obtained using information from auxiliary variables during estimation and designing stages. However, there are times when the auxiliary information is attribute-based. Some authors have proposed estimators using auxiliary attribute information when the population mean of auxiliary attribute is unknown. However, the estimators are ratio-based estimators which are less efficient when the bi-serial correlation between the study variable and the auxiliary attribute is negative. In this study, regression approach was used to modify estimator tdZKi to produce estimators that can be used for both negative and positive correlation. In addition, another existing estimator was also modified to produce an estimator that is independent of an unknown population parameter. The Biases and Mean Squared Errors (MSEs) of the modified estimators were determined using the Taylor series approach up to the first order of approximation. The proposed estimators’ efficiency conditions over some existing estimators were established. Empirical investigations were done using stimulation study and the results revealed that proposed estimators have the lowest MSEs and the highest PREs of all the competing estimators and therefore can give better estimates of the population mean. Therefore, it can be concluded that proposed estimators have better predictive power for estimating population mean under two-phase sampling scheme.

Key words: Auxiliary attribute, Bias, Mean square error (MSE), Population mean

	ARTICLE TOOLS
	Abstract
	PDF Fulltext
	How to cite this article
	Citation Tools
	Related Records
	Articles by A. Audu Articles by S. A. Abdulazeez Articles by I. Abubakar Articles by Y. M. Ahijjo Articles by A. Gidado and M. A. Yunusa
	on Google
	on Google Scholar

How to Cite this Article

Pubmed Style

Audu A, Abdulazeez SA, Abubakar I, Ahijjo YM, . Modified Classes of Regression-Type Estimators of Population Mean in the Presence of Auxiliary Attribute under Double Sampling Scheme. Nig. J. Basic Appl. Sci.. 2022; 30(2): 45-53. doi:10.4314/njbas.v30i2.6

Web Style

Audu A, Abdulazeez SA, Abubakar I, Ahijjo YM, . Modified Classes of Regression-Type Estimators of Population Mean in the Presence of Auxiliary Attribute under Double Sampling Scheme. https://www.njbas-udus.com/?mno=18816 [Access: September 15, 2023]. doi:10.4314/njbas.v30i2.6

AMA (American Medical Association) Style

Audu A, Abdulazeez SA, Abubakar I, Ahijjo YM, . Modified Classes of Regression-Type Estimators of Population Mean in the Presence of Auxiliary Attribute under Double Sampling Scheme. Nig. J. Basic Appl. Sci.. 2022; 30(2): 45-53. doi:10.4314/njbas.v30i2.6

Vancouver/ICMJE Style

Audu A, Abdulazeez SA, Abubakar I, Ahijjo YM, . Modified Classes of Regression-Type Estimators of Population Mean in the Presence of Auxiliary Attribute under Double Sampling Scheme. Nig. J. Basic Appl. Sci.. (2022), [cited September 15, 2023]; 30(2): 45-53. doi:10.4314/njbas.v30i2.6

Harvard Style

Audu, A., Abdulazeez, . S. A., Abubakar, . I., Ahijjo, . Y. M. & (2022) Modified Classes of Regression-Type Estimators of Population Mean in the Presence of Auxiliary Attribute under Double Sampling Scheme. Nig. J. Basic Appl. Sci., 30 (2), 45-53. doi:10.4314/njbas.v30i2.6

Turabian Style

Audu, A., S. A. Abdulazeez, I. Abubakar, Y. M. Ahijjo, and A. Gidado and M. A. Yunusa. 2022. Modified Classes of Regression-Type Estimators of Population Mean in the Presence of Auxiliary Attribute under Double Sampling Scheme. Nigerian Journal of Basic and Applied Sciences, 30 (2), 45-53. doi:10.4314/njbas.v30i2.6

Chicago Style

Audu, A., S. A. Abdulazeez, I. Abubakar, Y. M. Ahijjo, and A. Gidado and M. A. Yunusa. "Modified Classes of Regression-Type Estimators of Population Mean in the Presence of Auxiliary Attribute under Double Sampling Scheme." Nigerian Journal of Basic and Applied Sciences 30 (2022), 45-53. doi:10.4314/njbas.v30i2.6

MLA (The Modern Language Association) Style

APA (American Psychological Association) Style

Audu, A., Abdulazeez, . S. A., Abubakar, . I., Ahijjo, . Y. M. & (2022) Modified Classes of Regression-Type Estimators of Population Mean in the Presence of Auxiliary Attribute under Double Sampling Scheme. Nigerian Journal of Basic and Applied Sciences, 30 (2), 45-53. doi:10.4314/njbas.v30i2.6

Most Viewed Articles

Isolation and Identification of Fungi Associated with the Spoilage of Sweet Orange (Citrus Sinensis) Fruits In Sokoto State
I.Y. Tafinta, K.Shehu, H. Abdulganiyyu, A.M. Rabe and A. Usman
Nig. J. Basic Appl. Sci.. 2013; 21(3): 193-196
» Abstract

Heavy Metals and Physicochemical Properties of Soils in Kano Urban Agricultural Lands
U.M. Dawaki, A.U. Dikko, S.S. Noma and U. Aliyu
Nig. J. Basic Appl. Sci.. 2013; 21(3): 239-246
» Abstract

Study on Biochemical Indices of Liver Function Tests of Albino Rats Supplemented with Three Sources of Vegetable Oils [English]
K.E. Imafidon and L.O. Okunrobo
Nig. J. Basic Appl. Sci.. 2012; 20(2): 105-110
» Abstract

Effect of Sources of Organic Manure on Growth and Yields of Okra (Abelmoschus esculentus L.) in Sokoto, Nigeria [English]
R.A. Tiamiyu, H.G. Ahmed and A.S. Muhammad
Nig. J. Basic Appl. Sci.. 2012; 20(3): 213-216
» Abstract

Optimum Temperature and Thermal Stability of Crude Polyphenol Oxidase from some Common Fruits
AB Bello, MS Sule
Nig. J. Basic Appl. Sci.. 2012; 20(1): 27-31
» Abstract

Most Downloaded

The Swelling Behaviour of Polystyrene (PS)/ Polyvinylacetate (Pvac) Blends in Different Solvents and the Effects of -Cellulose used as Filler on the Electrical Conductivity. [English]
P. A. P. Mamza and B.T. Nwufo
Nig. J. Basic Appl. Sci.. 2008; 16(2): 165 -
» Abstract

Characterization and Classification of Soils on an Agricultural landscape in Dingyadi District, Sokoto State, Nigeria
M.B. Sharu, M. Yakubu, S.S. Noma and A.I.Tsafe
Nig. J. Basic Appl. Sci.. 2013; 21(2): 137 -147
» Abstract

Optimization of Steam Distillation of Essential Oil of Eucalyptus tereticornis by Response Surface Methodology [English]
M.S. Galadima, A.S. Ahmed, A.S. Olawale and I. M. Bugaje
Nig. J. Basic Appl. Sci.. 2012; 20(4): 368-372
» Abstract

Biogas production through Co-digestion of palm oil mill effluent with cow manure
Umar Hayatu Sidik, Firdausi Bin Razali, Sharifah Rafidah Wan Alwi, Fadimtu Maigari
Nig. J. Basic Appl. Sci.. 2013; 21(1): 79-84
» Abstract

Most Cited Articles



About Nigerian Journal of Basic and Applied Sciences Nigerian Journal of Basic and Applied Sciences (NJBAS) publishes original research articles in the field of Agriculture, Biological and Physical Sciences, ... Read more. For best results, please use Internet Explorer or Google Chrome.	Contact Information Nigerian Journal of Basic and Applied Sciences (NJBAS) Usmanu Danfodiyo University, Sokoto P.M.B. 2346, Sokoto, Nigeria email: njbas@udusok.edu.ng; publicationeditor.njbas@udusok.edu.ng Prof. A. A. Aliero Editor-in-Chief +2348034635146 Dr. M. L. Mohammed Publication Editor +2348032303517 Dr. M. E. Sadiq Managing Editor +2349091113143; ;

POLICIES & JOURNAL LINKS

About Nigerian Journal of Basic and Applied Sciences

Contact Information

How to cite this article