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OTL web interface: outlier testing in lifetime...
Journal article

OTL web interface: outlier testing in lifetime data

Abstract

A web interface, named OTL, is developed to perform outlier analysis in exponential, Weibull, lognormal, and log-Laplace samples online over the Internet through Shiny and R. It is a tool to evaluate the exact or approximate distributions of block and consecutive test statistics for testing the presence of outliers that have been discussed over the years in the literature. As it allows for identifying outliers without using the classical extensive tables, OTL can be very useful to academics, policy-makers and executives to compare and understand the results of outlier testing procedures more efficiently in the case of lifetime data.

Authors

Lin C-T; Wu Y-N; Balakrishnan N; Ling MH

Journal

Communications in Statistics - Simulation and Computation, Vol. 53, No. 8, pp. 3894–3915

Publisher

Taylor & Francis

Publication Date

August 2, 2024

DOI

10.1080/03610918.2022.2116748

ISSN

0361-0918

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