期刊
METRIKA
卷 81, 期 2, 页码 173-210出版社
SPRINGER HEIDELBERG
DOI: 10.1007/s00184-017-0639-7
关键词
Hybrid censoring; Progressive censoring; Modularization; Unified progressive hybrid censoring; Exponential distribution; B-spline; Gamma distribution
In this paper, a structural analysis of hybrid censoring models is presented. This new modularization approach to hybrid censoring models enables a convenient derivation of distributional results. For instance, it allows to derive the exact distribution of the MLEs under an exponential assumption for very complex hybrid scenarios. In order to illustrate the benefit of this idea, we apply it to four new unified progressive hybrid censoring schemes. They are extensions of already proposed unified Type-I/II/III/IV hybrid censoring schemes to progressively Type-II censored data. The resulting analysis shows that the modularization approach provides a powerful, efficient, and elegant tool to study even more complex hybrid censoring models.
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