On Baseline Conditions for Zero-Inflated Longitudinal Count Data

References

• Aitkin , M. 1996 . A general maximum likelihood analysis of overdispersion in generalized linear models . Statistics and Computing , 6 : 251 – 262 .
   Web of Science ®Google Scholar
• Aitkin , M. and Alfò , M. 1998 . Regression models for binary longitudinal responses . Statistics and Computing , 8 : 289 – 307 .
   Web of Science ®Google Scholar
• Aitkin , M. and Alfò , M. 2003 . Longitudinal analysis of repeated binary data using autoregressive and random effect modelling . Statistical Modelling , 3 : 291 – 303 .
   Web of Science ®Google Scholar
• Alfò , M. and Aitkin , M. 2006 . Variance component models for longitudinal count data with baseline information: Epilepsy data revisited . Statistics and Computing , 16 : 231 – 238 .
   Web of Science ®Google Scholar
• Alfò , M. and Maruotti , A. 2010 . Two-part regression models for longitudinal zero-inflated count data . The Canadian Journal of Statistics , 38 : 197 – 216 .
   Web of Science ®Google Scholar
• Alfò , M. , Maruotti , A. and Trovato , G. 2011 . A finite mixture model for multivariate counts under endogenous selectivity . Statistics and Computing , 21 : 185 – 202 .
   Web of Science ®Google Scholar
• Auteri , M. and Maruotti , A. 2012 . Modeling waiting times in the Italian National Health Service . Applied Economics Letters , 19 : 459 – 465 .
   Web of Science ®Google Scholar
• Crouch , E. and Spiegelman , D. 1990 . The evaluation of integrals of the form ∫∞ −∞ f(t)exp(t 2)dt: Application to logistic-normal models . Journal of the American Statistical Association , 85 : 464 – 469 .
   Web of Science ®Google Scholar
• Davidson , R. and Mackinnon , J. 1993 . Estimation and Inference in Econometrics , Oxford : Oxford University Press .
   Google Scholar
• Deb , P. , Munkin , M. and Trivedi , P. 2006 . Bayesian analysis of the two-part model with endogeneity: Application to health care expenditure . Journal of Applied Econometrics , 21 : 1081 – 1099 .
   Web of Science ®Google Scholar
• DeSantis , S. M. and Bandyopadhyay , D. 2011 . Hidden Markov models for zero-inflated Poisson counts with an application to substance use . Statistics in Medicine , 14 : 1678 – 1694 .
   Web of Science ®Google Scholar
• Fotohui , A. R. 2005 . The initial conditions problem in longitudinal binary process: A simulation study . Simulation Modelling, Practice and Theory , 13 : 566 – 583 .
   Web of Science ®Google Scholar
• Fotohui , A. R. 2007 . The initial conditions problem in longitudinal count process: A simulation study . Simulation Modelling, Practice and Theory , 15 : 589 – 604 .
   Web of Science ®Google Scholar
• Greene , W. 2009 . Models for count data with endogenous participation . Empirical Economics , 36 : 133 – 173 .
   Web of Science ®Google Scholar
• Hasan , M. T. and Sneddon , G. 2009 . Zero-inflated Poisson regression for longitudinal data . Communications in Statistics, Simulation and Computation , 38 : 638 – 653 .
   Web of Science ®Google Scholar
• Heckman , J. J. 1981 . “ The incidental parameters problem and the problem of initial conditions in estimating a discrete time-discrete data stochastic process ” . In Structural Analysis of Discrete Data with Econometric Applications , Edited by: Manski , C. F. and McFadden , D. 114 – 178 . Cambridge , MA : MIT Press .
   Google Scholar
• Hsiao , C. 2003 . Analysis of Panel Data. , 2nd ed , Cambridge , , UK : Cambridge University Press .
   Google Scholar
• Laird , N. 1978 . Nonparametric maximum likelihood estimation of a mixing distribution . Journal of the American Statistical Association , 73 : 805 – 811 .
   Web of Science ®Google Scholar
• Maruotti , A. 2011 . A two-part mixed-effects mixture model to handle zero-inflation and incompleteness in a longitudinal setting . Biometrical Journal , 53 : 716 – 734 .
   PubMed Web of Science ®Google Scholar
• Min , Y. and Agresti , A. 2005 . Random effect models for repeated measures of zero-inflated count data . Statistical Modelling , 5 : 1 – 19 .
   Web of Science ®Google Scholar
• Mullahy , J. 1986 . Specification and testing of some modified count data models . Journal of Econometrics , 33 : 341 – 365 .
   Web of Science ®Google Scholar
• Neelon , B. H. , O’Malley , A. J. and Normand , S. T. 2010 . Bayesian model for repeated measures zero-inflated count data with application to outpatient psychiatric service use . Statistical Modelling , 10 : 421 – 439 .
   PubMed Web of Science ®Google Scholar
• Rosencheck , R. A. , Lam , J. A. , Morrissey , J. P. , Calloway , M. O. , Stolar , M. and Randolp , F. 2002 . Service systems integration and outcomes for mentally ill homeless persons in the ACCESS program . Psychiatric Services , 53 : 958 – 966 . the ACCESS National Ecaluation Team
   PubMed Web of Science ®Google Scholar
• Todem , M. , Zhang , Y. , Ismail , A. and Sohn , W. 2010 . Random effects regression models for count data with excess zeros in caries research . Journal of Applied Statistics , 37 : 1661 – 1679 .
   Web of Science ®Google Scholar