2015•Pakistan Journal of Statistics and Operation ResearchOpen access

Modified Maximum Likelihood Estimation from Censored Samples in Burr Type X Distribution

R. R. L. Kantam, Muppirala Ravikumar

Open full text 1 citations

Abstract

The two parameter Burr type X distribution is considered and its scale parameter is estimated from a censored sample using the classical maximum likelihood method. The estimating equations are modified to get simpler and efficient estimators. Two methods of modification are suggested. The small sample efficiencies are presented.

Open-access reader

About this research paper

What this paper is about

The two parameter Burr type X distribution is considered and its scale parameter is estimated from a censored sample using the classical maximum likelihood method. The estimating equations are modified to get simpler and efficient estimators. Two methods of modification are suggested. The small sample efficiencies are presented.

Why it matters

OpenAlex reports 1 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

The two parameter Burr type X distribution is considered and its scale parameter is estimated from a censored sample using the classical maximum likelihood method. The estimating equations are modified to get simpler and efficient estimators. Two methods of modification are suggested. The small sample efficiencies are presented.

Key concepts: Mathematics, Estimator, Maximum likelihood, Statistics, Scale parameter, Maximum likelihood sequence estimation, Type (biology), Restricted maximum likelihood

Related papers

Back to paper searchBrowse research topicsOriginal source
Modified Maximum Likelihood Estimation from Censored Samples in Burr Type X Distribution — Research Paper | ScholarLens