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An Outlier-Robust Fit for Generalized Additive Models With Applications to Disease Outbreak Detection

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  • Alimadad, Azadeh
  • Salibian-Barrera, Matias

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  • Alimadad, Azadeh & Salibian-Barrera, Matias, 2011. "An Outlier-Robust Fit for Generalized Additive Models With Applications to Disease Outbreak Detection," Journal of the American Statistical Association, American Statistical Association, vol. 106(494), pages 719-731.
    • Handle: RePEc:bes:jnlasa:v:106:i:494:y:2011:p:719-731
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    Cited by:

    1. A. García-Pérez, 2014. "The p value line: a way to choose the tuning constant in tests based on the Huber $${\varvec{M}}$$ M -estimator," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 23(3), pages 536-555, September.
    2. Takuma Yoshida, 2017. "Nonlinear surface regression with dimension reduction method," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 101(1), pages 29-50, January.
    3. Graciela Boente & Alejandra Martínez & Matías Salibián-Barrera, 2017. "Robust estimators for additive models using backfitting," Journal of Nonparametric Statistics, Taylor & Francis Journals, vol. 29(4), pages 744-767, October.
    4. Christophe Croux & Irène Gijbels & Ilaria Prosdocimi, 2012. "Robust Estimation of Mean and Dispersion Functions in Extended Generalized Additive Models," Biometrics, The International Biometric Society, vol. 68(1), pages 31-44, March.
    5. Graciela Boente & Daniela Rodriguez, 2012. "Robust estimates in generalized partially linear single-index models," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 21(2), pages 386-411, June.
    6. Luzzati, Tommaso & Orsini, Marco & Gucciardi, Gianluca, 2018. "A multiscale reassessment of the Environmental Kuznets Curve for energy and CO2 emissions," Energy Policy, Elsevier, vol. 122(C), pages 612-621.
    7. Luzzati, T. & Parenti, A. & Rughi, T., 2018. "Economic Growth and Cancer Incidence," Ecological Economics, Elsevier, vol. 146(C), pages 381-396.
    8. Yoon Ling Cheong & Katrin Burkart & Pedro J. Leitão & Tobia Lakes, 2013. "Assessing Weather Effects on Dengue Disease in Malaysia," IJERPH, MDPI, vol. 10(12), pages 1-16, November.

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