Hazard rate modeling of step-stress experiments

M Kateri, U Kamps - Annual Review of Statistics and Its …, 2017 - annualreviews.org
Step-stress models form an essential part of accelerated life testing procedures. Under a
step-stress model, the test units are exposed to stress levels that increase at intermediate …

Product of spacings estimation in step-stress accelerated life testing: An alternative to maximum likelihood

M Kateri, NI Nikolov - IEEE Transactions on Reliability, 2024 - ieeexplore.ieee.org
Accelerated life testing (ALT) experiments are widely used in reliability studies on extremely
durable products having large mean times to failure. Simple step-stress ALT (SSALT) is a …

Fitting lifetime distributions to interval censored cyclic-aging data of lithium-ion batteries

M Johnen, C Schmitz, M Kateri, U Kamps - Computers & Industrial …, 2020 - Elsevier
In lifetime analysis of lithium-ion batteries, the failure of a battery is commonly defined as the
time point at which the battery holds only a certain percentage of its initial storage capacity …

[HTML][HTML] Robust inference for an interval-monitored step-stress experiment with competing risks for failure with an application to capacitor data

N Balakrishnan, M Jaenada, L Pardo - Computers & Industrial Engineering, 2024 - Elsevier
Accelerated life-tests (ALTs) are applied for inferring lifetime characteristics of highly reliable
products. In some cases, due to cost or product nature constraints, continuous monitoring of …

Maximum Product of Spacings Estimator Under Type-I Censoring With an Application to a Step-Stress Model With Weibull Lifetimes

M Kateri, NI Nikolov - IEEE Transactions on Reliability, 2024 - ieeexplore.ieee.org
A maximum likelihood (ML) method is known to produce inconsistent estimators if the
likelihood function is unbounded from above, eg, in models with heavy-tailed distribution or …

Modeling Chronic Disease Mortality by Methods From Accelerated Life Testing

M Zamsheva, A Kluttig, A Wienke… - Statistics in Medicine, 2024 - Wiley Online Library
We propose a parametric model for describing chronic disease mortality from cohort data
and illustrate its use for Type 2 diabetes. The model uses ideas from accelerated life testing …

[HTML][HTML] Scale tests for a multilevel step-stress model with exponential lifetimes under Type-II censoring

M Kateri, NI Nikolov - Journal of Statistical Planning and Inference, 2024 - Elsevier
Step-stress is a special type of accelerated life-testing procedure that allows the
experimenter to test the units of interest under various stress conditions changed (usually …

Bayesian analysis for step‐stress accelerated life testing under progressive interval censoring

C Kohl, M Kateri - Applied Stochastic Models in Business and …, 2019 - Wiley Online Library
A step‐stress accelerated life testing model is considered for progressive type‐I censored
experiments when the tested items are not monitored continuously but inspected at …

Statistical inference for a simple step stress model with competing risks based on generalized type-I hybrid censoring

S Mao, B Liu, Y Shi - Journal of Systems Science and Information, 2021 - degruyter.com
This paper investigates a simple step-stress accelerated lifetime test (SSALT) model for the
inferential analysis of exponential competing risks data. A generalized type-I hybrid …

Stochastic monotonicity of MLEs of the mean for exponentially distributed lifetimes under hybrid censoring

T van Bentum, E Cramer - Statistics & Probability Letters, 2019 - Elsevier
Abstract A generalized Three Monotonicities Lemma is established. Assuming exponentially
distributed lifetimes, it is used to prove the stochastic monotonicity of the MLE of the mean …