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Volumn 37, Issue 2, 2010, Pages 237-252

Robust Estimation for Zero-Inflated Poisson Regression

Author keywords

Excess zeros; Expectation maximization (EM) algorithm; Expectation solution algorithm; Minimum Hellinger distance; Outliers; Robustness

Indexed keywords


EID: 77953969990     PISSN: 03036898     EISSN: 14679469     Source Type: Journal    
DOI: 10.1111/j.1467-9469.2009.00657.x     Document Type: Article
Times cited : (27)

References (21)
  • 1
    • 0042409634 scopus 로고    scopus 로고
    • Robust inference for generalized linear models with application to logistic regression
    • Adimari G, Ventura L. Robust inference for generalized linear models with application to logistic regression. Statist. Probab. Lett. 2001, 55:413-419.
    • (2001) Statist. Probab. Lett. , vol.55 , pp. 413-419
    • Adimari, G.1    Ventura, L.2
  • 2
    • 0002464523 scopus 로고
    • Two graphical displays for outlying and influential observations in regression
    • Atkinson A C. Two graphical displays for outlying and influential observations in regression. Biometrika 1981, 68:13-20.
    • (1981) Biometrika , vol.68 , pp. 13-20
    • Atkinson, A.C.1
  • 3
    • 3142743800 scopus 로고    scopus 로고
    • A robust approach to longitudinal data analysis
    • Cantoni E. A robust approach to longitudinal data analysis. Canad. J. Statist. 2004, 32:169-180.
    • (2004) Canad. J. Statist. , vol.32 , pp. 169-180
    • Cantoni, E.1
  • 4
    • 0442312206 scopus 로고    scopus 로고
    • Robust inference for generalized linear models
    • Cantoni E, Ronchetti E. Robust inference for generalized linear models. J. Amer. Statist. Assoc. 2001, 96:1022-1030.
    • (2001) J. Amer. Statist. Assoc. , vol.96 , pp. 1022-1030
    • Cantoni, E.1    Ronchetti, E.2
  • 7
    • 0000889845 scopus 로고
    • Binary regression models for contaminated data (with discussion)
    • Copas J B. Binary regression models for contaminated data (with discussion). J. Roy. Statist. Soc. Ser. B 1988, 50:225-265.
    • (1988) J. Roy. Statist. Soc. Ser. B , vol.50 , pp. 225-265
    • Copas, J.B.1
  • 8
    • 0033635967 scopus 로고    scopus 로고
    • Zero-inflated Poisson and binomial regression with random effects: a case study
    • Hall D B. Zero-inflated Poisson and binomial regression with random effects: a case study. Biometrics 2000, 56:1030-1039.
    • (2000) Biometrics , vol.56 , pp. 1030-1039
    • Hall, D.B.1
  • 9
    • 84993742012 scopus 로고    scopus 로고
    • Marginal models for zero inflated clustered data
    • Hall D B, Zhang Z. Marginal models for zero inflated clustered data. Statist. Model. 2004, 4:161-180.
    • (2004) Statist. Model. , vol.4 , pp. 161-180
    • Hall, D.B.1    Zhang, Z.2
  • 11
    • 0003157339 scopus 로고
    • Robust estimation of a location parameter
    • Huber P J. Robust estimation of a location parameter. Ann. Math. Statist. 1964, 35:73-101.
    • (1964) Ann. Math. Statist. , vol.35 , pp. 73-101
    • Huber, P.J.1
  • 12
    • 77954025329 scopus 로고    scopus 로고
    • Factors that are predictive of involvement of detained youth in adverse incidents
    • School of Social Work, University of Georgia
    • Jackson D K. Factors that are predictive of involvement of detained youth in adverse incidents. 2004, School of Social Work, University of Georgia
    • (2004)
    • Jackson, D.K.1
  • 13
    • 0026821975 scopus 로고
    • Zero-inflated Poisson regression, with an application to defects in manufacturing
    • Lambert D. Zero-inflated Poisson regression, with an application to defects in manufacturing. Technometrics 1992, 34:1-14.
    • (1992) Technometrics , vol.34 , pp. 1-14
    • Lambert, D.1
  • 14
    • 0346733297 scopus 로고    scopus 로고
    • Minimum Hellinger distance estimation for finite mixtures of Poisson regression models and its applications
    • Lu Z, Hui Y, Lee A. Minimum Hellinger distance estimation for finite mixtures of Poisson regression models and its applications. Biometrics 2003, 59:1016-1026.
    • (2003) Biometrics , vol.59 , pp. 1016-1026
    • Lu, Z.1    Hui, Y.2    Lee, A.3
  • 15
    • 0004263316 scopus 로고
    • On some topics in robustness
    • Bell Telephone Laboratories, Murray Hill
    • Mallows C L. On some topics in robustness. Technical Memorandum 1975, Bell Telephone Laboratories, Murray Hill
    • (1975) Technical Memorandum
    • Mallows, C.L.1
  • 16
    • 0033009264 scopus 로고    scopus 로고
    • Robust regression for clustered data with application to binary responses
    • Preisser J S, Qaqish B F. Robust regression for clustered data with application to binary responses. Biometrics 1999, 55:574-579.
    • (1999) Biometrics , vol.55 , pp. 574-579
    • Preisser, J.S.1    Qaqish, B.F.2
  • 18
    • 84950968334 scopus 로고
    • Least median of squares regression
    • Rousseeuw P J. Least median of squares regression. J. Amer. Statist. Assoc. 1984, 79:871-880.
    • (1984) J. Amer. Statist. Assoc. , vol.79 , pp. 871-880
    • Rousseeuw, P.J.1
  • 19
    • 77953985930 scopus 로고    scopus 로고
    • Robust estimation and inference in finite mixtures of generalized linear models
    • The Department of Statistics, University of Georgia
    • Shen J. Robust estimation and inference in finite mixtures of generalized linear models. 2006, The Department of Statistics, University of Georgia
    • (2006)
    • Shen, J.1
  • 20
    • 0034018266 scopus 로고    scopus 로고
    • Zero-inflated proportion data models applied to a biological control assay
    • Vieira A M C, Hinde J P, Demétrio C G B. Zero-inflated proportion data models applied to a biological control assay. J. Appl. Statist. 2000, 27:373-389.
    • (2000) J. Appl. Statist. , vol.27 , pp. 373-389
    • Vieira, A.M.C.1    Hinde, J.P.2    Demétrio, C.G.B.3
  • 21
    • 34250779441 scopus 로고    scopus 로고
    • Robust estimation using the Huber function with a data-dependent tuning constant
    • Wang Y-G, Lin X, Zhu M, Bai Z. Robust estimation using the Huber function with a data-dependent tuning constant. J. Comput. Graph. Statist. 2007, 16:1-14.
    • (2007) J. Comput. Graph. Statist. , vol.16 , pp. 1-14
    • Wang, Y.-G.1    Lin, X.2    Zhu, M.3    Bai, Z.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.