On classical and Bayesian order restricted inference for multiple exponential step stress model

DOI10.1080/02331888.2018.1526285zbMath1419.62291OpenAlexW2895157488WikidataQ115551612 ScholiaQ115551612MaRDI QIDQ4613935

Arindam Gupta, Debashis Samanta, Ayon Ganguly, Debasis Kundu

Publication date: 28 January 2019

Published in: Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02331888.2018.1526285

zbMATH Keywords

maximum likelihood estimatorconfidence intervalBayes estimatescumulative exposure modelcredible intervalstep-stress life tests

Mathematics Subject Classification ID

Parametric tolerance and confidence regions (62F25) Bayesian inference (62F15) Estimation in survival analysis and censored data (62N02) Reliability and life testing (62N05)

Related Items (11)

Maximum precision estimation for a step-stress model using two-stage methodologies ⋮ Optimal plan for ordered step-stress stage life testing ⋮ Meta-analysis of a step-stress experiment under Weibull distribution ⋮ k‐step stage life testing ⋮ Cure rate-based step-stress model ⋮ Tampered random variable modeling for multiple step-stress life test ⋮ Parametric analysis of tampered random variable model for multiple step-stress life test ⋮ Order restricted classical and Bayesian inference of a multiple step-stress model from two-parameter Rayleigh distribution under Type I censoring ⋮ Bayesian order-restricted inference of a Weibull multi-step step-stress model ⋮ Order restricted classical inference of a Weibull multiple step-stress model ⋮ Statistical inference of generalized progressive hybrid censored step-stress accelerated dependent competing risks model for Marshall-Olkin bivariate Weibull distribution

Cites Work

• Bayesian analysis for step-stress accelerated life testing using Weibull proportional hazard model
• A synthesis of exact inferential results for exponential step-stress models and associated optimal accelerated life-tests
• Exact inference for a simple step-stress model with type-II hybrid censored data from the exponential distribution
• On the simple step-stress model for two-parameter exponential distribution
• Exact inference for a simple step-stress model with type-I hybrid censored data from the exponential distribution
• Inference in step-stress models based on failure rates
• Accelerated Life Models
• Order restricted Bayesian inference for exponential simple step-stress model
• Analysis of Step-Stress Models
• A Parametric Model for Studying Organism Fitness Using Step-Stress Experiments
• Accelerated Life Testing - Step-Stress Models and Data Analyses

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