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Volumn 44, Issue 4, 2010, Pages 341-360

Influence analysis for count data based on generalized Poisson regression models

Author keywords

Case deletion; Dispersion parameter; Generalized Poisson regression; Local influence; Score test statistic; Simulation study

Indexed keywords


EID: 77954668041     PISSN: 02331888     EISSN: 10294910     Source Type: Journal    
DOI: 10.1080/02331880903138494     Document Type: Article
Times cited : (8)

References (28)
  • 1
    • 84993904969 scopus 로고
    • Recent developments in count data modelling: Theory and application
    • R. Winkelmann and K.F. Zimmermann, Recent developments in count data modelling: Theory and application, J. Econ. Surv. 9 (1995), pp. 1-24.
    • (1995) J. Econ. Surv , vol.9 , pp. 1-24
    • Winkelmann, R.1    Zimmermann, K.F.2
  • 3
    • 84952096957 scopus 로고
    • A generalization of the poisson distributions
    • P.C. Consul and G. Jain, A generalization of the poisson distributions, Technometrics 15 (1973), pp. 791-799.
    • (1973) Technometrics , vol.15 , pp. 791-799
    • Consul, P.C.1    Jain, G.2
  • 6
    • 0001061150 scopus 로고
    • Restricted generalized Poisson regression model
    • F. Famoye, Restricted generalized Poisson regression model, Comm. Statist. Theory Methods 22 (1993), pp. 1335-1354.
    • (1993) Comm. Statist. Theory Methods , vol.22 , pp. 1335-1354
    • Famoye, F.1
  • 7
    • 84952094529 scopus 로고
    • Detection of influential observations in linear regression
    • R.D. Cook, Detection of influential observations in linear regression, Technometrics 19 (1977), pp. 15-8.
    • (1977) Technometrics , vol.19 , pp. 15-18
    • Cook, R.D.1
  • 8
    • 0001490588 scopus 로고    scopus 로고
    • Assessment of local influence
    • R.D. Cook, Assessment of local influence, J.R. Stat. Soc. B 48 (1986), pp. 133-169.
    • J.R. Stat. Soc. B , vol.48 , Issue.1986 , pp. 133-169
    • Cook, R.D.1
  • 9
    • 0002366253 scopus 로고
    • Case-deletion diagnostics for mixed models
    • R. Christensen, L. Pearson and W. Johnson, Case-deletion diagnostics for mixed models, Technometrics 34 (1992), pp. 38-45
    • (1992) Technometrics , vol.34 , pp. 38-45
    • Christensen, R.1    Pearson, L.2    Johnson, W.3
  • 10
    • 0001012680 scopus 로고
    • Regression transformation diagnostics using local influence
    • A.J. Lawrance, Regression transformation diagnostics using local influence, J. Amer. Statist. Assoc. 83 (1988), pp. 1067-1072.
    • (1988) J. Amer. Statist. Assoc , vol.83 , pp. 1067-1072
    • Lawrance, A.J.1
  • 11
    • 0000963475 scopus 로고
    • Assessing local influence in linear regression models with first-order autoregressive or heteroscedastic error structure
    • C.L. Tsai and X.Z. Wu, Assessing local influence in linear regression models with first-order autoregressive or heteroscedastic error structure, Statist. Probab. Lett. 14 (1992), pp. 247-252.
    • (1992) Statist. Probab. Lett , vol.14 , pp. 247-252
    • Tsai, C.L.1    Wu, X.Z.2
  • 12
    • 4444357184 scopus 로고    scopus 로고
    • Beta regression for modelling rates and proportions
    • S.L.P. Ferrari and F. Cribari-neto, Beta regression for modelling rates and proportions, J. Appl. Stat. 31 (2004), pp. 799-815.
    • (2004) J. Appl. Stat , vol.31 , pp. 799-815
    • Ferrari, S.L.P.1    Cribari-Neto, F.2
  • 13
    • 0002222528 scopus 로고    scopus 로고
    • Local influence in elliptical linear regression models
    • M. Galea, G.A. Paula and H. Bolfarine, Local influence in elliptical linear regression models, Statistician 46 (1997), pp. 71-79.
    • (1997) Statistician , vol.46 , pp. 71-79
    • Galea, M.1    Paula, G.A.2    Bolfarine, H.3
  • 14
    • 0347607246 scopus 로고    scopus 로고
    • On local influence in elliptical linear regression models
    • S. Liu, On local influence in elliptical linear regression models, Statist. Papers 41 (2000), pp. 211-224.
    • (2000) Statist. Papers , vol.41 , pp. 211-224
    • Liu, S.1
  • 16
    • 0001578991 scopus 로고
    • A diagnostic for Cox regression and general conditional likelihoods
    • B.E. Storer and J. Crowley, A diagnostic for Cox regression and general conditional likelihoods, J. Amer. Statist. Assoc. 80 (1985), pp. 139-147.
    • (1985) J. Amer. Statist. Assoc , vol.80 , pp. 139-147
    • Storer, B.E.1    Crowley, J.2
  • 17
    • 0000814621 scopus 로고
    • Generalized linear model diagnostics using the deviance with single case deletion
    • D.A. Williams, Generalized linear model diagnostics using the deviance with single case deletion, Appl. Stat. 36 (1987), pp. 181-191.
    • (1987) Appl. Stat , vol.36 , pp. 181-191
    • Williams, D.A.1
  • 18
    • 84988097395 scopus 로고
    • Assessing case influence on confidence intervals in nonlinear regression
    • K. Dzieciolowski and W.H. Ross, Assessing case influence on confidence intervals in nonlinear regression, Canad. J. Statist. 18 (1990), pp. 127-139.
    • (1990) Canad. J. Statist , vol.18 , pp. 127-139
    • Dzieciolowski, K.1    Ross, W.H.2
  • 19
    • 0040757903 scopus 로고
    • On statistical models in regression diagnostics
    • B.C. Wei and J.Q. Shi, On statistical models in regression diagnostics, Ann. Inst. Statist. Math. 46 (1994), pp. 267-278.
    • (1994) Ann. Inst. Statist. Math , vol.46 , pp. 267-278
    • Wei, B.C.1    Shi, J.Q.2
  • 20
    • 34250760229 scopus 로고    scopus 로고
    • On the generalized poisson regression model with an application to accident data
    • F. Famoye, J.T.Wulu Jr, and K.P. Singh, On the generalized poisson regression model with an application to accident data, J. Data Sci. 2 (2004), pp. 287-295.
    • (2004) J. Data Sci , vol.2 , pp. 287-295
    • Famoye, F.1    Wulu Jr, J.T.2    Singh, K.P.3
  • 21
    • 0001833787 scopus 로고
    • Generalized linear models with varying dispersion
    • G.K. Smyth, Generalized linear models with varying dispersion, J.R. Stat. Soc. Ser. B 51 (1989), pp. 47-60.
    • (1989) J.R. Stat. Soc. Ser. B , vol.51 , pp. 47-60
    • Smyth, G.K.1
  • 23
    • 10844220905 scopus 로고    scopus 로고
    • Varying dispersion diagnostics for inverse gaussian regression models
    • J.G. Lin, B.C. Wei and N.S. Zhang, Varying dispersion diagnostics for inverse gaussian regression models, J. Appl. Stat. 31 (2004), pp. 1157-1170.
    • (2004) J. Appl. Stat , vol.31 , pp. 1157-1170
    • Lin, J.G.1    Wei, B.C.2    Zhang, N.S.3
  • 24
    • 0004279494 scopus 로고
    • Diagnostics for heteroscedasticity in regression
    • R.D. Cook and S. Weisberg, Diagnostics for heteroscedasticity in regression, Biometrika 70 (1983), pp. 1-10.
    • (1983) Biometrika , vol.70 , pp. 1-10
    • Cook, R.D.1    Weisberg, S.2
  • 25
    • 0006143935 scopus 로고
    • Score test for the first-order autoregressive model with heteroscedasticity
    • C.L. Tsai, Score test for the first-order autoregressive model with heteroscedasticity, Biometrika 73 (1986), pp. 455-460.
    • (1986) Biometrika , vol.73 , pp. 455-460
    • Tsai, C.L.1
  • 26
    • 21344494094 scopus 로고
    • Improved tests for nonconstant variance in regression based on the modified profile likelihood
    • J.S. Simonoff and C.L. Tsai, Improved tests for nonconstant variance in regression based on the modified profile likelihood, Appl. Stat. 43 (1994), pp. 357-370.
    • (1994) Appl. Stat , vol.43 , pp. 357-370
    • Simonoff, J.S.1    Tsai, C.L.2
  • 27
    • 34547799082 scopus 로고    scopus 로고
    • Diagnostics analysis in censored generalized Poisson regression model
    • F.C. Xie and B.C. Wei, Diagnostics analysis in censored generalized Poisson regression model, J. Stat. Comput. Simul. 77 (2007), pp. 695-708.
    • (2007) J. Stat. Comput. Simul , vol.77 , pp. 695-708
    • Xie, F.C.1    Wei, B.C.2
  • 28
    • 84993682689 scopus 로고    scopus 로고
    • A general EM approach for maximum likelihood estimation in mixed Poisson regression models
    • D. Karlis, A general EM approach for maximum likelihood estimation in mixed Poisson regression models, Stat. Modelling 1 (2001), pp. 305-318.
    • (2001) Stat. Modelling , vol.1 , pp. 305-318
    • Karlis, D.1


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