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Local influence analysis 3 Birnbaum–Saunders distribution 1 Case-deletion 1 Case-deletion model 1 Censored data 1 EM algorithm 1 Fatigue life distribution 1 Generalized Cook distance 1 Heterogeneity 1 Lifetime data 1 Log-Birnbaum–Saunders regression 1 Maximum likelihood estimate 1 Poisson inverse Gaussian regression models 1
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Undetermined 3
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Article 3
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Undetermined 3
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Xie, Feng-Chang 2 Chen, Zhao-Xia 1 Lemonte, Artur J. 1 Li, Ai-Ping 1 Wei, Bo-Cheng 1
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Computational Statistics & Data Analysis 1 Metrika 1 Statistics & Probability Letters 1
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RePEc 3
Showing 1 - 3 of 3
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A new extended Birnbaum–Saunders regression model for lifetime modeling
Lemonte, Artur J. - In: Computational Statistics & Data Analysis 64 (2013) C, pp. 34-50
A new class of extended Birnbaum–Saunders regression models is introduced. It can be applied to censored data and be used more effectively in survival analysis and fatigue life studies. Maximum likelihood estimation of the model parameters with censored data as well as influence diagnostics...
Persistent link: https://www.econbiz.de/10010666181
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Diagnostic analysis for heterogeneous log-Birnbaum–Saunders regression models
Li, Ai-Ping; Chen, Zhao-Xia; Xie, Feng-Chang - In: Statistics & Probability Letters 82 (2012) 9, pp. 1690-1698
In this paper, we introduce a class of heterogeneous log-Birnbaum–Saunders regression models where both the location parameter as well as the shape parameter can be modelled in terms of covariates. The maximum likelihood estimates of parameters are derived. In addition, diagnostic measures are...
Persistent link: https://www.econbiz.de/10010597144
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Influence analysis for Poisson inverse Gaussian regression models based on the EM algorithm
Xie, Feng-Chang; Wei, Bo-Cheng - In: Metrika 67 (2008) 1, pp. 49-62
Persistent link: https://www.econbiz.de/10005155897
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