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	Author	Marchant, C.; Leiva, V.; Cysneiros, F.J.A.
	Title	A Multivariate Log-Linear Model for Birnbaum-Saunders Distributions			Type
	Year	2016	Publication	Ieee Transactions On Reliability	Abbreviated Journal	IEEE Trans. Reliab.
	Volume	65	Issue	2	Pages	816-827
	Keywords	EM algorithm; fatigue data; logarithmic distributions; maximum likelihood method; Monte Carlo simulation; multivariate generalized Birnbaum-Saunders distributions; R software
	Abstract	Univariate Birnbaum-Saunders models have been widely applied to fatigue studies. Calculation of fatigue life is of great importance in determining the reliability of materials. We propose and derive new multivariate generalized Birnbaum-Saunders regression models. We use the maximum likelihood method and the EM algorithm to estimate their parameters. We carry out a simulation study to evaluate the performance of the corresponding maximum likelihood estimators. We illustrate the new models with real-world multivariate fatigue data.
	Address	[Marchant, Carolina] Univ Fed Pernambuco, Recife, PE, Brazil, Email: carolina.marchant.fuentes@gmail.com;
	Corporate Author				Thesis
	Publisher	Ieee-Inst Electrical Electronics Engineers Inc	Place of Publication		Editor
	Language	English	Summary Language		Original Title
	Series Editor		Series Title		Abbreviated Series Title
	Series Volume		Series Issue		Edition
	ISSN	0018-9529	ISBN		Medium
	Area		Expedition		Conference
	Notes	WOS:000382706900027			Approved
	Call Number	UAI @ eduardo.moreno @			Serial	653
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