메뉴 건너뛰기




Volumn 33, Issue 25, 2014, Pages 4402-4419

Marginalized multilevel hurdle and zero-inflated models for overdispersed and correlated count data with excess zeros

Author keywords

Clustering; Hurdle model; Marginal model; Multilevel model; Overdispersion; Zero inflated model

Indexed keywords

ANOPHELES GAMBIAE; ARTICLE; CALCULATION; COMPARATIVE STUDY; DAM (BARRIER); DATA ANALYSIS; MARGINALIZED MULTILEVEL MODEL; MATHEMATICAL ANALYSIS; MATHEMATICAL MODEL; POISSON DISTRIBUTION; POPULATION ABUNDANCE; POPULATION DENSITY; SPECIES COMPOSITION; ADOLESCENT; ANIMAL; ANOPHELES; ELECTRIC POWER PLANT; ETHIOPIA; GROWTH, DEVELOPMENT AND AGING; HUMAN; LONGITUDINAL STUDY; STATISTICAL ANALYSIS; STATISTICAL MODEL; WORK;

EID: 84927581718     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.6237     Document Type: Article
Times cited : (29)

References (27)
  • 1
    • 84984005675 scopus 로고
    • A simple approach for the analysis of generalized linear mixed models
    • Engel B, Keen A. A simple approach for the analysis of generalized linear mixed models. Statistica Neerlandica 1994; 48: 1-22.
    • (1994) Statistica Neerlandica , vol.48 , pp. 1-22
    • Engel, B.1    Keen, A.2
  • 6
    • 0021316934 scopus 로고
    • Extra-Poisson variation in log-linear models
    • Breslow NE. Extra-Poisson variation in log-linear models. Applied Statistics 1984; 33: 38-44.
    • (1984) Applied Statistics , vol.33 , pp. 38-44
    • Breslow, N.E.1
  • 7
    • 78751640437 scopus 로고    scopus 로고
    • A family of generalized linear models for repeated measures with normal and conjugate random effects
    • Molenberghs G, Verbeke G, Demétrio C, Vieira A. A family of generalized linear models for repeated measures with normal and conjugate random effects. Statistical Science 2010; 25: 325-347.
    • (2010) Statistical Science , vol.25 , pp. 325-347
    • Molenberghs, G.1    Verbeke, G.2    Demétrio, C.3    Vieira, A.4
  • 8
    • 0000854272 scopus 로고
    • Specification and testing of some modified count data models
    • Mullahy J. Specification and testing of some modified count data models. Journal of Econometrics 1986; 33: 341-65.
    • (1986) Journal of Econometrics , vol.33 , pp. 341-365
    • Mullahy, J.1
  • 9
    • 17444399651 scopus 로고    scopus 로고
    • Random effect models for repeated measures of zero-inflated count data
    • Min Y, Agresti A. Random effect models for repeated measures of zero-inflated count data. Statistical Modelling 2005; 5: 1-19.
    • (2005) Statistical Modelling , vol.5 , pp. 1-19
    • Min, Y.1    Agresti, A.2
  • 10
    • 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
  • 13
    • 0032887209 scopus 로고    scopus 로고
    • Marginally specified logistic-normal models for longitudinal binary data
    • Heagerty PJ. Marginally specified logistic-normal models for longitudinal binary data. Biometrics 1999; 55: 688-698.
    • (1999) Biometrics , vol.55 , pp. 688-698
    • Heagerty, P.J.1
  • 14
    • 0001780119 scopus 로고    scopus 로고
    • Marginalized multilevel models and likelihood inference (with discussion)
    • Heagerty PJ, Zeger SL. Marginalized multilevel models and likelihood inference (with discussion). Statistical Science 2000; 15: 1-26.
    • (2000) Statistical Science , vol.15 , pp. 1-26
    • Heagerty, P.J.1    Zeger, S.L.2
  • 23
    • 0024205301 scopus 로고
    • Models for longitudinal data: a generalized estimating equation approach
    • Zeger SL, Liang KY, Albert PS. Models for longitudinal data: a generalized estimating equation approach. Biometrics 1988; 44: 1049-1060.
    • (1988) Biometrics , vol.44 , pp. 1049-1060
    • Zeger, S.L.1    Liang, K.Y.2    Albert, P.S.3
  • 24
    • 37649013843 scopus 로고    scopus 로고
    • An extended random-effects approach to modeling repeated, overdispersed count data
    • Molenberghs G, Verbeke G, Demétrio C. An extended random-effects approach to modeling repeated, overdispersed count data. Lifetime Data Analysis 2007; 13: 513-531.
    • (2007) Lifetime Data Analysis , vol.13 , pp. 513-531
    • Molenberghs, G.1    Verbeke, G.2    Demétrio, C.3
  • 25
    • 84866766210 scopus 로고    scopus 로고
    • On the efficiency of score tests for homogeneity in two-component parametric models for discrete data
    • Todem D, Hsu WW, Kim KM. On the efficiency of score tests for homogeneity in two-component parametric models for discrete data. Biometrics 2012; 68: 975-982.
    • (2012) Biometrics , vol.68 , pp. 975-982
    • Todem, D.1    Hsu, W.W.2    Kim, K.M.3
  • 26
    • 78751535733 scopus 로고    scopus 로고
    • A Bayesian model for repeated measures zero-inflated count data with application to outpatient psychiatric service use
    • Neelon BH, Malley AJ, Normand ST. A Bayesian model for repeated measures zero-inflated count data with application to outpatient psychiatric service use. Statistical Modelling 2010; 4: 421-439.
    • (2010) Statistical Modelling , vol.4 , pp. 421-439
    • Neelon, B.H.1    Malley, A.J.2    Normand, S.T.3
  • 27
    • 0000646447 scopus 로고
    • Likelihood ratio tests for model selection and non-nested hypotheses
    • Vuong QH. Likelihood ratio tests for model selection and non-nested hypotheses. Econometrica 1989; 57(2):307-333.
    • (1989) Econometrica , vol.57 , Issue.2 , pp. 307-333
    • Vuong, Q.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.