UPA Perpustakaan Universitas Jember

Constrained Bayes estimation in small area models with functional measurement error

TORKASHVAND, Elaheh - Personal Name
JOZANI, Mohammad Jafari - Personal Name
TORABI, Mahmoud - Personal Name

n survey sampling, policy decisions regarding allocation of resources to
subgroups, called small areas, or determination of subgroups with specific properties
in a population are based on reliable estimates of small area parameters. However,
the information is often collected at a different scale than these subgroups. Hence,
we need to estimate characteristics of subgroups based on the coarser scale data. One
of the main interests in small area estimation is to produce an ensemble of small
area parameters whose distribution across small areas is close to the corresponding
distribution of true parameters. In this paper, we consider the unit-level nested error
linear regression model which is commonly used in small area estimation. We study the
case where the covariate in the model is assumed to have measurement error. To study
this complex model, we propose to use constrained Bayes method to estimate the true
covariate to build the small area Bayes predictor. We also provide some measures of
performance such as sensitivity, specificity, and positive/negative predictive values for
the constructed Bayes predictor. We estimate the model parameters using the method
of moments and Bayesian approach to get corresponding empirical and hierarchical
Bayes predictors. The performance of our proposed approach is evaluated through a
simulation study and a real data application.

EB00000004225K Available

Detail Information

Series Title

Call Number

Publisher

: ,

Collation

Language

ISBN/ISSN

Classification

NONE

Detail Information

Content Type

E-Jurnal

Media Type

Carrier Type

Edition

Subject(s)

Constrained Bayes
Empirical Bayes
Functional measurement error
Small area estimation

Specific Detail Info

Statement of Responsibility

Elaheh Torkashvand 1, Mohammad Jafari Jozani 1, Mahmoud Torabi 2

No other version available

Constrained Bayes estimation in small area models with functional measurement error

UPA Perpustakaan

Merupakan Unit Pendukung Akademis (UPA) yang bersama-sama dengan unit lain melaksanakan Tri Dharma Perguruan Tinggi (PT) melalui menghimpun, memilih, mengolah, merawat serta melayankan sumber informasi kepada civitas akademika Universitas Jember khususnya dan masyarakat akademis pada umumnya.

VISI

UPA Perpustakaan Universitas Jember sebagai perpustakaan modern dengan layanan prima yang mampu menunjang visi Universitas Jember.

MISI

Menyelenggarakan pembinaan dan pengembangan ketersediaan bahan pustaka dan informasi ilmiah sesuai dengan kebutuhan pemustaka secara berkelanjutan

Meningkatkan kualitas dan sistem manajemen layanan perpustakaan secara professional dengan memanfaatkan teknologi informasi

Membina dan mengembangkan jaringan kerjasama dengan pusat-pusat informasi dan lembaga terkait dalam dan luar negeri

UPA Perpustakaan Universitas Jember

NPP. 3509212D1000001

Constrained Bayes estimation in small area models with functional measurement error

TORKASHVAND, Elaheh - Personal NameJOZANI, Mohammad Jafari - Personal NameTORABI, Mahmoud - Personal Name

Series Title

Call Number

Publisher

Collation

Language

ISBN/ISSN

Classification

Content Type

Media Type

Carrier Type

Edition

Subject(s)

Specific Detail Info

Statement of Responsibility

About Us

UPA Perpustakaan

Total Koleksi

Total Item

Total Member

Total Pustakawan

Total Terpinjam

Peminjaman Tahun 2025

Peminjaman 5 Tahun

Peminjaman Bulan May 2025

Total Pengunjung

Pengunjung Tahun 2025

Pengunjung 5 Tahun Terakhir

Pengunjung Bulan May 2025

New collection + Update

Novel Helen dan Sukanta Karya Pidi Baiq : Kajian Sosiologi Sastra

Hierarki Kebutuhan Tokoh Dalam Novel Another Story From Raksi ; Memento Vivere Karya Tenderlova : Kajian Psikologi Humanistik Abraham Maslow

Problematika Kelas Borjuis Dan Proletar Pada Naskah Drama Bunga Semerah Darah Karya WS. Rendra : Suatu Kajian Sosiologi Sastra

Regentschap Bangil Tahun 1928 - 1934

Tindak Tutur Ilokusi Pada Program Acara In Frame With Ernest Episode "Aktor Film Budi Pekerti Dimanipulasi Sesuai Potensi Oleh Wregas"

Piramida Kebutuhan Tokoh Dalam Novel Melewatkanmu Karya Nagyagite : Kajian Psikologi Humanistik Abraham Maslow

Aplikasi Android

Our Services

Help Desk and Service Support UPA Perpustakaan

Tautan Pintas :

Jam Layanan :

Senin - Kamis:

Jum'at:

Sabtu dan Minggu:

Alamat & Kontak Info :

Jalan Kalimantan No. 37 - Kampus Bumi Tegalboto Kotak POS 159 Jember, Jawa Timur, 68121, Indonesia

library@unej.ac.id

(+62) 331 333860

TORKASHVAND, Elaheh - Personal Name
JOZANI, Mohammad Jafari - Personal Name
TORABI, Mahmoud - Personal Name