Beta
ManageSearchChatDiscover
392545

Calibration Weights Estimation in Stratified Random Sampling for Multiple Skewed Variables

Article

Last updated: 20 Jan 2025

OverviewSimilar Items

Subjects

-

Tags

-

Abstract

     The calibration estimation has been applied in different fields and it constitutes a setup for many statistical problems. It has become an important topic in recent research on estimation in survey sampling. Calibration provides a systematic way to incorporate auxiliary information in the procedure. In this paper, using a Goal Programming (GP) model is newly suggested for the estimation of calibration weights in stratified random sample. This paper considers the skewed variables case with different calibration constraints as a result of using log-normal distribution for the study variable in stratified sample survey, and applied the suggested model to Egyptian Labor Market data. The results of the proposed approach for this survey are satisfying.

DOI

10.21608/caf.2024.392545

Keywords

Calibration Weights Estimation, Stratified Random sampling, Goal Programming Model, Auxiliary Variables, Log-Normal Distribution

Authors

First Name

Asmaa

Last Name

helmy

MiddleName

-

Affiliation

Assistant Lecturer of Statistics Faculty of commerce, Al-Azhar University Girl's Branch, Cairo, Egypt.

Email

-

City

-

Orcid

-

First Name

Ramadan

Last Name

Hamid

MiddleName

-

Affiliation

Professor of StatisticsFaculty of Economics and Political Science, Cairo University, Egypt. Research Professor, Social Research Center, AUC

Email

ramadanh@aucegypt.edu

City

-

Orcid

-

First Name

Lobna

Last Name

alatyeb

MiddleName

-

Affiliation

Professor of Statistics and Dean of Faculty of commerce, Al-Azhar University Girl's Branch, Cairo, Egypt.

Email

lobnaalatyeb@azhar.edu.eg

City

-

Orcid

-

First Name

Abeer

Last Name

Elrefaey

MiddleName

-

Affiliation

Assistant Professor of Statistics Faculty of commerce, Al-Azhar University Girl's Branch, Cairo, Egypt.

Email

abeerelrefaey@azhar.edu.eg

City

-

Orcid

0009-0001-1647-9381

Volume

44

Article Issue

4

Related Issue

53112

Issue Date

2024-12-01

Receive Date

2024-09-19

Publish Date

2025-01-01

Page Start

182

Page End

195

Print ISSN

1110-4716

Online ISSN

2682-4825

Article File

CAF_Volume 44_Issue 4_Pages 182-195.pdf

PDF . 968.0kB

Link

https://caf.journals.ekb.eg/article_392545.html

Detail API

http://journals.ekb.eg?_action=service&article_code=392545

Order

392,545

Publication Type

Journal

Publication Title

التجارة والتمويل

Publication Link

https://caf.journals.ekb.eg/

MainTitle

Calibration Weights Estimation in Stratified Random Sampling for Multiple Skewed Variables

Details

Type

Article

Created At

20 Jan 2025