The robust estimation method for a finite mixture of Poisson mixed-effect models
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DOI: 10.1016/j.csda.2011.12.006
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References listed on IDEAS
- Murray Aitkin, 1999. "A General Maximum Likelihood Analysis of Variance Components in Generalized Linear Models," Biometrics, The International Biometric Society, vol. 55(1), pages 117-128, March.
- Woo, Mi-Ja & Sriram, T.N., 2007. "Robust estimation of mixture complexity for count data," Computational Statistics & Data Analysis, Elsevier, vol. 51(9), pages 4379-4392, May.
- Warwick, J., 2005. "A data-based method for selecting tuning parameters in minimum distance estimators," Computational Statistics & Data Analysis, Elsevier, vol. 48(3), pages 571-585, March.
- Liming Xiang & Kelvin K. W. Yau & Yer Van Hui & Andy H. Lee, 2008. "Minimum Hellinger Distance Estimation for k-Component Poisson Mixture with Random Effects," Biometrics, The International Biometric Society, vol. 64(2), pages 508-518, June.
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Cited by:
- Chee, Chew-Seng, 2017. "A mixture model-based nonparametric approach to estimating a count distribution," Computational Statistics & Data Analysis, Elsevier, vol. 109(C), pages 34-44.
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Keywords
Finite mixture; Minimum Hellinger distance; Non-parametric maximum likelihood; Robustness;All these keywords.
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