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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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