Huntsberger Type Double Stage Shrinkage Estimators for Shannon Entropy Function of Exponential Distribution

This article proposes two Huntsberger type double stage shrinkage estimators for the entropy function of exponential distributions. Risk functions and relative risk functions for the proposed estimators have been computed under the LINEX loss function. According to the relative risk criterion, the suggested Huntsberger type shrinkage estimators have been shown to be better than the existing estimators at smaller degrees of freedom and significance levels.

Authors

Institutions

Publication Details

Published
2025-06-20
DOI
https://doi.org/10.1109/iccmso67468.2025.00030
Primary Topic
Statistical Distribution Estimation and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Huntsberger Type Double Stage Shrinkage Estimators for Shannon Entropy Function of Exponential Distribution

Rajeev Kumar, Kuldeep, Priyanka Sahni
Statistical Distribution Estimation and Applications
article

Huntsberger Type Double Stage Shrinkage Estimators for Shannon Entropy Function of Exponential Distribution

Rajeev Kumar, Kuldeep, Priyanka Sahni
article en

Abstract

This article proposes two Huntsberger type double stage shrinkage estimators for the entropy function of exponential distributions. Risk functions and relative risk functions for the proposed estimators have been computed under the LINEX loss function. According to the relative risk criterion, the suggested Huntsberger type shrinkage estimators have been shown to be better than the existing estimators at smaller degrees of freedom and significance levels.

Hindu College of Pharmacy (IN), Maharshi Dayanand University (IN)
Openalex Percentile: Top 82%
Statistical Distribution Estimation and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.