An Application of a Zero-inflated Lifetime Distribution with Multiple and Incomplete Data Sources

An Application of a Zero-inflated Lifetime Distribution with Multiple and Incomplete Data Sources

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Article ID: iaor20164033
Volume: 32
Issue: 8
Start Page Number: 2883
End Page Number: 2887
Publication Date: Dec 2016
Journal: Quality and Reliability Engineering International
Authors: ,
Keywords: control, statistics: distributions
Abstract:

We analyze data sampled from a population of parts in which an associated anomaly can occur at assembly or after assembly. Using a zero‐inflated lifetime distribution to fit left‐censored and right‐censored data as well data from a supplementary sample, we make predictions about the proportion of the population with anomalies today and in the future. Goodness‐of‐fit is also addressed.

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