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Robust Inference for One-Shot Device Testing Data...
Journal article

Robust Inference for One-Shot Device Testing Data Under Weibull Lifetime Model

Abstract

Classical inferential methods for one-shot device testing data from an accelerated life-test are based on maximum likelihood estimators (MLEs) of model parameters. However, the lack of robustness of MLE is well-known. In this article, we develop robust estimators for one-shot device testing by assuming a Weibull distribution as a lifetime model. Wald-type tests based on these estimators are also developed. Their robustness properties are …

Authors

Balakrishnan N; Castilla E; Martn N; Pardo L

Journal

IEEE Transactions on Reliability, Vol. 69, No. 3, pp. 937–953

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

DOI

10.1109/tr.2019.2954385

ISSN

0018-9529