Title :
Censored life-data analysis using linguistic variables
Author :
Wang, Jen-Huo ; Liittschwager, John M. ; Raz, Tzvi
Author_Institution :
Iowa Univ., Iowa City, IA, USA
fDate :
4/1/1988 12:00:00 AM
Abstract :
Parameter estimates for censored life data using ordinary censoring methods (noninformative censoring) can be biased when the cause of censoring for a unit is related to its final life (informative censoring). An algorithm is presented for obtaining estimated lifetimes for informatively censored units. It is based on linguistic variable concepts from fuzzy set theory. These estimates are combined with the lifetimes for actual field units to form a complete sample for parameter estimation purposes
Keywords :
fuzzy set theory; parameter estimation; reliability theory; censored life data; field units; fuzzy set theory; informative censoring; lifetimes; linguistic variables; parameter estimation; reliability; Cities and towns; Estimation theory; Fuzzy set theory; Inspection; Life estimation; Parameter estimation; Reliability theory; State estimation;
Journal_Title :
Reliability, IEEE Transactions on