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Volumn 24, Issue 1, 2008, Pages 151-162

Model selection, estimation and forecasting in INAR(p) models: A likelihood-based Markov Chain approach

Author keywords

Delta Method; INAR(p) models; Markov Chain; Maximum Likelihood Estimation; Time Series of Counts; Transition Matrix; Transition Probability

Indexed keywords


EID: 38949085188     PISSN: 01692070     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijforecast.2007.11.002     Document Type: Article
Times cited : (51)

References (16)
  • 1
    • 84986870293 scopus 로고
    • First-order integer valued autoregressive (INAR(1)) process
    • Al-Osh M.A., and Alzaid A.A. First-order integer valued autoregressive (INAR(1)) process. Journal of Time Series Analysis 8 (1987) 261-275
    • (1987) Journal of Time Series Analysis , vol.8 , pp. 261-275
    • Al-Osh, M.A.1    Alzaid, A.A.2
  • 2
    • 0001089258 scopus 로고
    • An integer-valued pth-order autoregressive structure (INAR(p)) process
    • Alzaid A.A., and Al-Osh M.A. An integer-valued pth-order autoregressive structure (INAR(p)) process. Journal of Applied Probability 27 (1990) 314-323
    • (1990) Journal of Applied Probability , vol.27 , pp. 314-323
    • Alzaid, A.A.1    Al-Osh, M.A.2
  • 3
    • 38949175485 scopus 로고    scopus 로고
    • Bu, R. (2006). Essays in financial econometrics and time series analysis. Ph.D. Thesis, University of Liverpool.
    • Bu, R. (2006). Essays in financial econometrics and time series analysis. Ph.D. Thesis, University of Liverpool.
  • 4
    • 38949178177 scopus 로고    scopus 로고
    • Bu, R., Hadri, K., & McCabe, B. P. M. (2006). Maximum likelihood estimation of higher-order integer-valued autoregressive processes. Working paper, University of Liverpool.
    • Bu, R., Hadri, K., & McCabe, B. P. M. (2006). Maximum likelihood estimation of higher-order integer-valued autoregressive processes. Working paper, University of Liverpool.
  • 5
    • 33747888495 scopus 로고    scopus 로고
    • Predictive density and conditional confidence interval accuracy tests
    • Corradi V., and Swanson N.R. Predictive density and conditional confidence interval accuracy tests. Journal of Econometrics 135 (2006) 187-228
    • (2006) Journal of Econometrics , vol.135 , pp. 187-228
    • Corradi, V.1    Swanson, N.R.2
  • 6
    • 0141898846 scopus 로고
    • Branching processes with immigration and integer-valued time series
    • Dion J.P., Gauthier G., and Latour A. Branching processes with immigration and integer-valued time series. Serdica 21 (1995) 123-136
    • (1995) Serdica , vol.21 , pp. 123-136
    • Dion, J.P.1    Gauthier, G.2    Latour, A.3
  • 7
    • 84981474440 scopus 로고
    • The integer-valued autoregressive (INAR(p)) model
    • Du J.G., and Li Y. The integer-valued autoregressive (INAR(p)) model. Journal of Time Series Analysis 12 (1991) 129-142
    • (1991) Journal of Time Series Analysis , vol.12 , pp. 129-142
    • Du, J.G.1    Li, Y.2
  • 8
    • 3943051293 scopus 로고    scopus 로고
    • Analysis of low count time series by Poisson autoregression
    • Freeland R.K., and McCabe B.P.M. Analysis of low count time series by Poisson autoregression. Journal of Time Series Analysis 25 (2004) 701-722
    • (2004) Journal of Time Series Analysis , vol.25 , pp. 701-722
    • Freeland, R.K.1    McCabe, B.P.M.2
  • 12
    • 0000471755 scopus 로고
    • On conditional least squares estimation for stochastic processes
    • Klimko L.A., and Nelson P.I. On conditional least squares estimation for stochastic processes. Annals of Statistics 6 (1978) 629-642
    • (1978) Annals of Statistics , vol.6 , pp. 629-642
    • Klimko, L.A.1    Nelson, P.I.2
  • 14
    • 0001179319 scopus 로고
    • Some ARMA models for dependent sequences of Poisson counts
    • McKenzie E. Some ARMA models for dependent sequences of Poisson counts. Advances in Applied Probability 20 (1988) 822-835
    • (1988) Advances in Applied Probability , vol.20 , pp. 822-835
    • McKenzie, E.1
  • 16
    • 38949085291 scopus 로고    scopus 로고
    • Snyder, R. D., Martin, G. M., Gould, P., & Feigin, P. D. (2007). An assessment of alternative state space models for count time series. Working paper, Monash University.
    • Snyder, R. D., Martin, G. M., Gould, P., & Feigin, P. D. (2007). An assessment of alternative state space models for count time series. Working paper, Monash University.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.