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Volumn 7, Issue 4, 2014, Pages 559-570

Hierarchical dynamic models for multivariate times series of counts

Author keywords

Bayesian modeling; Ecology; Gastropod abundance; Nonlinear state space model

Indexed keywords


EID: 84920074555     PISSN: 19387989     EISSN: 19387997     Source Type: Journal    
DOI: 10.4310/SII.2014.v7.n4.a11     Document Type: Article
Times cited : (20)

References (55)
  • 1
    • 84986870293 scopus 로고
    • First-order integer-valued autoregressive (INAR(1)) model
    • Al-Osh, M. A. and Alzaid, A. A. (1987). First-order integer-valued autoregressive (INAR(1)) model. J. Time Ser. Anal., 8, 261-275.
    • (1987) J. Time Ser. Anal. , vol.8 , pp. 261-275
    • Al-osh, M.A.1    Alzaid, A.A.2
  • 2
    • 84867176040 scopus 로고    scopus 로고
    • The Case for Objective Bayesian Analysis
    • Berger, J. (2006). The Case for Objective Bayesian Analysis. Bayesian Analysis, 1, 385-402.
    • (2006) Bayesian Analysis , vol.1 , pp. 385-402
    • Berger, J.1
  • 3
    • 31944452719 scopus 로고    scopus 로고
    • Context-dependence of long-term responses of terrestrial gastropod populations to large-scale disturbance
    • Bloch, C. and Willig, M. (2006). Context-dependence of long-term responses of terrestrial gastropod populations to large-scale disturbance. Journal of Tropical Ecology, 22, 111-122.
    • (2006) Journal of Tropical Ecology , vol.22 , pp. 111-122
    • Bloch, C.1    Willig, M.2
  • 4
    • 79960139622 scopus 로고    scopus 로고
    • Density compensation suggests interspecific competition is weak among terrestrial snails in tabonuco forest of Puerto Rico
    • Bloch, C. and Willig, M. (2012). Density compensation suggests interspecific competition is weak among terrestrial snails in tabonuco forest of Puerto Rico. Caribbean Journal of Science, 46, 159-168.
    • (2012) Caribbean Journal of Science , vol.46 , pp. 159-168
    • Bloch, C.1    Willig, M.2
  • 5
    • 0003561771 scopus 로고
    • Research history and opportunities in the Luquillo Experimental Forest
    • United States Department of Agriculture, Forest Service, New Orleans
    • Brown, S., Lugo, A., Silander, S. and Liegel, L. (1983). Research history and opportunities in the Luquillo Experimental Forest. General Technical Report SO-44. United States Department of Agriculture, Forest Service, New Orleans.
    • (1983) General Technical Report
    • Brown, S.1    Lugo, A.2    Silander, S.3    Liegel, L.4
  • 7
    • 0000193853 scopus 로고
    • On Gibbs Sampling for State-Space Models
    • Carter, C. and Kohn, R. (1994). On Gibbs Sampling for State-Space Models. Biometrika, 81, 541-553.
    • (1994) Biometrika , vol.81 , pp. 541-553
    • Carter, C.1    Kohn, R.2
  • 9
    • 0002609888 scopus 로고    scopus 로고
    • Posterior simulation and Bayes factors in panel count data models
    • Chib, S., Greenberg, E. and Winkelmann, R. (1998). Posterior simulation and Bayes factors in panel count data models. Journal of Econometrics, 86, 33-54.
    • (1998) Journal of Econometrics , vol.86 , pp. 33-54
    • Chib, S.1    Greenberg, E.2    Winkelmann, R.3
  • 12
    • 0003213877 scopus 로고
    • Range research: basic problems and techniques
    • Denver, Colorado
    • Cook, C. and Stubbendieck, J. (1986). Range research: basic problems and techniques. Society for Range Management, Denver, Colorado.
    • (1986) Society for Range Management
    • Cook, C.1    Stubbendieck, J.2
  • 13
    • 3843066519 scopus 로고    scopus 로고
    • Observation-driven models for Poisson counts
    • Davis, R. A., Dunsmuir, W. T. M. and Streett, S. B. (2003). Observation-driven models for Poisson counts. Biometrika, 90, 777-790.
    • (2003) Biometrika , vol.90 , pp. 777-790
    • Davis, R.A.1    Dunsmuir, W.T.M.2    Streett, S.B.3
  • 14
    • 0034354798 scopus 로고    scopus 로고
    • Time Series Analysis of NonGaussian Observations based on state space models from both classical and Bayesian perspectives
    • Durbin, J. and Koopman, S. J. (2000). Time Series Analysis of NonGaussian Observations based on state space models from both classical and Bayesian perspectives. Journal of the Royal Statistical Society: Series B, 62, 3-56.
    • (2000) Journal of the Royal Statistical Society: Series B , vol.62 , pp. 3-56
    • Durbin, J.1    Koopman, S.J.2
  • 16
    • 33845796064 scopus 로고    scopus 로고
    • Auxiliary mixture sampling for parameter-driven models of time series of counts with applications to state space modeling
    • Fruhwirth-Schnatter, S. and Wagner, H. (2006). Auxiliary mixture sampling for parameter-driven models of time series of counts with applications to state space modeling. Biometrika, 93, 827-841.
    • (2006) Biometrika , vol.93 , pp. 827-841
    • Fruhwirth-schnatter, S.1    Wagner, H.2
  • 17
    • 0001053807 scopus 로고    scopus 로고
    • Markov Chain Monte Carlo for Dynamic Generalized Linear Models
    • Gamerman, D. (1998). Markov Chain Monte Carlo for Dynamic Generalized Linear Models. Biometrika, 85, 215-227.
    • (1998) Biometrika , vol.85 , pp. 215-227
    • Gamerman, D.1
  • 19
    • 85027939372 scopus 로고    scopus 로고
    • A nonGaussian Family of State-space Models with Exact Marginal Likelihood
    • Gamerman, D., Santos, T. R. and Franco, G. C. (2013). A nonGaussian Family of State-space Models with Exact Marginal Likelihood. J. Time Ser. Anal., 34, 625-645.
    • (2013) J. Time Ser. Anal. , vol.34 , pp. 625-645
    • Gamerman, D.1    Santos, T.R.2    Franco, G.C.3
  • 20
    • 84920079002 scopus 로고    scopus 로고
    • Dynamic Modeling of Discrete-valued Time Series with Applications
    • University of Connecticut.
    • Hu, S. (2012). Dynamic Modeling of Discrete-valued Time Series with Applications. Ph.D. dissertation, University of Connecticut.
    • (2012) Ph.D. dissertation
    • Hu, S.1
  • 21
    • 0002083004 scopus 로고    scopus 로고
    • Power prior distributions for regression models
    • Ibrahim, J. and Chen, M. H. (2000). Power prior distributions for regression models. Statistical Science, 15, 1-94.
    • (2000) Statistical Science , vol.15 , pp. 1-94
    • Ibrahim, J.1    Chen, M.H.2
  • 23
    • 0000260944 scopus 로고    scopus 로고
    • A State Space Model for Multivariate Longitudinal Count Data
    • Jorgensen, B., Lundbye-Christensen, S., Song, P. X-K. and Sun, Li. (1999). A State Space Model for Multivariate Longitudinal Count Data. Biometrika, 86, 169-181.
    • (1999) Biometrika , vol.86 , pp. 169-181
    • Jorgensen, B.1    Lundbye-christensen, S.2    Song, P.X.-K.3    Sun, L.4
  • 24
    • 33746155637 scopus 로고    scopus 로고
    • Binomial thinning models for integer time series
    • Jung, R. C. and Tremayne, A. R. (2006). Binomial thinning models for integer time series. Statistical Modelling, 6, 21-96.
    • (2006) Statistical Modelling , vol.6 , pp. 21-96
    • Jung, R.C.1    Tremayne, A.R.2
  • 27
    • 26644439056 scopus 로고    scopus 로고
    • Multivariate Poisson Regression with Covariance Structure
    • Karlis, D. and Meligkotsidou, L. (2005). Multivariate Poisson Regression with Covariance Structure. Statistics and Computing, 15, 255-265.
    • (2005) Statistics and Computing , vol.15 , pp. 255-265
    • Karlis, D.1    Meligkotsidou, L.2
  • 29
    • 33749307036 scopus 로고
    • Ecology: the experimental analysis of distribution and abundance
    • Krebs, C. (1972). Ecology: the experimental analysis of distribution and abundance. Harper and Row: New York.
    • (1972) Harper and Row: New York
    • Krebs, C.1
  • 30
    • 0034318798 scopus 로고    scopus 로고
    • Dynamic hierarchical models: an extension to matrix-variate observations
    • Landim, F. and Gamerman, D. (2000). Dynamic hierarchical models: an extension to matrix-variate observations. Computational Statistics and Data Analysis, 35, 11-42.
    • (2000) Computational Statistics and Data Analysis , vol.35 , pp. 11-42
    • Landim, F.1    Gamerman, D.2
  • 32
    • 1842784718 scopus 로고    scopus 로고
    • The global decline of nonmarine mollusks
    • Lydeard, C. et al. (2004). The global decline of nonmarine mollusks. BioScience, 54, 321-330.
    • (2004) BioScience , vol.54 , pp. 321-330
    • Lydeard, C.1
  • 33
    • 0003010296 scopus 로고
    • A note on Regression in the Multivariate Poisson Distribution
    • Mahamunulu, D. (1967). A note on Regression in the Multivariate Poisson Distribution. Journal of the American Statistical Association, 62, 251-258.
    • (1967) Journal of the American Statistical Association , vol.62 , pp. 251-258
    • Mahamunulu, D.1
  • 36
    • 84978550044 scopus 로고
    • Some simple models for discrete variate time series
    • McKenzie, E. (1985). Some simple models for discrete variate time series. Water Resources Bulletin, 21, 645-50.
    • (1985) Water Resources Bulletin , vol.21 , pp. 645-650
    • McKenzie, E.1
  • 37
    • 67649652030 scopus 로고    scopus 로고
    • Discrete variate time series. In Handbook of Statistics
    • McKenzie, E. (2003). Discrete variate time series. In Handbook of Statistics, 21, Stochastic models: Modeling and Estimation, eds C. R. Rao and D. N.Shanbhag, Amsterdam: Elsevier Science, 573-606.
    • (2003) Stochastic models: Modeling and Estimation , vol.21 , pp. 573-606
    • McKenzie, E.1
  • 39
    • 80051752052 scopus 로고    scopus 로고
    • A bivariate INAR(1) model with application
    • Pedeli, X. and Karlis, D. (2011). A bivariate INAR(1) model with application. Statistical Modelling, 11, 325-349.
    • (2011) Statistical Modelling , vol.11 , pp. 325-349
    • Pedeli, X.1    Karlis, D.2
  • 40
    • 84920084275 scopus 로고    scopus 로고
    • On composite likelihood estimation of a multivariate INAR(1) model
    • Pedeli, X. and Karlis, D. (2012). On composite likelihood estimation of a multivariate INAR(1) model. J. Time Ser. Anal., 33, 903-915.
    • (2012) J. Time Ser. Anal. , vol.33 , pp. 903-915
    • Pedeli, X.1    Karlis, D.2
  • 41
    • 77958011858 scopus 로고    scopus 로고
    • University of Chicago Press: Chicago, Illinois
    • Scheiner, S. and Willig, M. (2011). Theory of Ecology. University of Chicago Press: Chicago, Illinois.
    • (2011) Theory of Ecology
    • Scheiner, S.1    Willig, M.2
  • 42
    • 5844245661 scopus 로고
    • The impact of Hurricane Hugo on two common tree snails in the Luquillo experimental forest of Puerto Rico: a long-term study
    • Texas Tech University, Lubbock, Texas
    • Secrest, M. (1995). The impact of Hurricane Hugo on two common tree snails in the Luquillo experimental forest of Puerto Rico: a long-term study. Masters thesis, Texas Tech University, Lubbock, Texas.
    • (1995) Masters thesis
    • Secrest, M.1
  • 43
    • 0006177257 scopus 로고    scopus 로고
    • The legacy of disturbance on habitat associations of terrestrial snails in the Luquillo Experimental Forest, Puerto Rico
    • Secrest, M., Willig, M. and Peppers, L. (1996). The legacy of disturbance on habitat associations of terrestrial snails in the Luquillo Experimental Forest, Puerto Rico. Biotropica, 28, 502-514.
    • (1996) Biotropica , vol.28 , pp. 502-514
    • Secrest, M.1    Willig, M.2    Peppers, L.3
  • 44
    • 84890277164 scopus 로고    scopus 로고
    • Dynamic Compositional Modeling of Pedestrian Crash Counts on Urban Roads in Connecticut
    • Serhiyenko, V., Ivan, J, Ravishanker, N. and Islam, S. (2014). Dynamic Compositional Modeling of Pedestrian Crash Counts on Urban Roads in Connecticut. Accident Analysis & Prevention, 64, 78-85.
    • (2014) Accident Analysis & Prevention , vol.64 , pp. 78-85
    • Serhiyenko, V.1    Ivan, J.2    Ravishanker, N.3    Islam, S.4
  • 45
    • 0000234070 scopus 로고
    • Discrete analogues of self-decomposability and stability
    • Steutel, F. W. and van Harn, K. (1979) Discrete analogues of self-decomposability and stability. Annals of Probability, 7, 893-899.
    • (1979) Annals of Probability , vol.7 , pp. 893-899
    • Steutel, F.W.1    van Harn, K.2
  • 48
    • 84977866185 scopus 로고    scopus 로고
    • The Role of Attitudinal Information in CLV-based Customer Management
    • Venkatesan, Rajkumar, Reinartz, W. and Ravishanker, N. (2012). The Role of Attitudinal Information in CLV-based Customer Management. MSI Working Paper Series, 12-107.
    • (2012) MSI Working Paper Series , pp. 12-107
    • Venkatesan, R.1    Reinartz, W.2    Ravishanker, N.3
  • 49
  • 50
    • 0031827855 scopus 로고    scopus 로고
    • Structural and taxonomic correlates of habitat selection by a Puerto Rican land snail
    • Willig, M., Sandlin, E. and Gannon, M. (1998a). Structural and taxonomic correlates of habitat selection by a Puerto Rican land snail. Southwestern Naturalist, 43, 70-79.
    • (1998) Southwestern Naturalist , vol.43 , pp. 70-79
    • Willig, M.1    Sandlin, E.2    Gannon, M.3
  • 51
  • 52
    • 35148835186 scopus 로고    scopus 로고
    • Cross-scale responses of biodiversity to hurricane and anthropogenic disturbance in a tropical forest
    • Willig, M., Bloch, C., Brokaw, N., Higgins, C., Thompson, J. and Zimmermann, C. (2007). Cross-scale responses of biodiversity to hurricane and anthropogenic disturbance in a tropical forest. Ecosystems, 10, 824-838.
    • (2007) Ecosystems , vol.10 , pp. 824-838
    • Willig, M.1    Bloch, C.2    Brokaw, N.3    Higgins, C.4    Thompson, J.5    Zimmermann, C.6
  • 53
    • 80053079227 scopus 로고    scopus 로고
    • Tropical metacommunities and elevational gradients: effects of forest type and other environmental factors
    • Willig, M., Presley, S., Bloch, C., Castro-Arellano, I., Cisneros, L., Higgins, C. and Klingbeil, B. (2011). Tropical metacommunities and elevational gradients: effects of forest type and other environmental factors. Oikos, 120, 1497-1508.
    • (2011) Oikos , vol.120 , pp. 1497-1508
    • Willig, M.1    Presley, S.2    Bloch, C.3    Castro-arellano, I.4    Cisneros, L.5    Higgins, C.6    Klingbeil, B.7
  • 55
    • 0013136164 scopus 로고
    • A regression model for time series of counts
    • Zeger, S. L. (1988). A regression model for time series of counts. Biometrika, 75, 621-629.
    • (1988) Biometrika , vol.75 , pp. 621-629
    • Zeger, S.L.1


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