Some reliability issues for incomplete two-dimensional warranty claims data
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Independence between age and usage rate is established.

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Conditional reliability and hazard gradient along age and usage are determined.

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The change point of the hazard gradients is estimated.

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The concepts of layered renewal process and NHPP are introduced.

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Expected number of renewals and failures at different age-usage cut-offs are obtained.

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