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Volumn 52, Issue 2, 2007, Pages 1025-1046

A Bayesian analysis of moving average processes with time-varying parameters

Author keywords

Bayesian models; Forecasting; LME; Locally stationary processes; London metal exchange; Moving average; Time series; Time varying parameters

Indexed keywords

COMPUTER SIMULATION; GAUSSIAN DISTRIBUTION; MATHEMATICAL MODELS; PARAMETER ESTIMATION; TIME SERIES ANALYSIS;

EID: 35148842052     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2007.04.001     Document Type: Article
Times cited : (7)

References (41)
  • 1
    • 20744459177 scopus 로고    scopus 로고
    • Parameter estimation for periodically stationary time series
    • Anderson P.L., and Meerschaert M.M. Parameter estimation for periodically stationary time series. J. Time Ser. Anal. 26 (2005) 489-518
    • (2005) J. Time Ser. Anal. , vol.26 , pp. 489-518
    • Anderson, P.L.1    Meerschaert, M.M.2
  • 2
    • 0039784239 scopus 로고    scopus 로고
    • Robust Bayesian estimation of autoregressive-moving-average models
    • Barnett G., Kohn R., and Sheather S. Robust Bayesian estimation of autoregressive-moving-average models. J. Time Ser. Anal. 18 (1997) 11-28
    • (1997) J. Time Ser. Anal. , vol.18 , pp. 11-28
    • Barnett, G.1    Kohn, R.2    Sheather, S.3
  • 4
    • 12444297522 scopus 로고    scopus 로고
    • Consistent and asymptotically normal estimators for cyclically time-dependent linear models
    • Bibi A., and Francq C. Consistent and asymptotically normal estimators for cyclically time-dependent linear models. Ann. Inst. Statist. Math. 55 (2003) 41-68
    • (2003) Ann. Inst. Statist. Math. , vol.55 , pp. 41-68
    • Bibi, A.1    Francq, C.2
  • 6
    • 0012045303 scopus 로고
    • Estimating the parameters of a truncated gamma distribution
    • Chapman D.G. Estimating the parameters of a truncated gamma distribution. Ann. of Math. Statist. 27 (1956) 498-506
    • (1956) Ann. of Math. Statist. , vol.27 , pp. 498-506
    • Chapman, D.G.1
  • 8
  • 9
    • 0031518090 scopus 로고    scopus 로고
    • Fitting time series models to nonstationary processes
    • Dahlhaus R. Fitting time series models to nonstationary processes. Ann. Statist. 25 (1997) 1-37
    • (1997) Ann. Statist. , vol.25 , pp. 1-37
    • Dahlhaus, R.1
  • 10
    • 0035615238 scopus 로고    scopus 로고
    • Sampling truncated normal, beta, and gamma densities
    • Damien P., and Walker S.G. Sampling truncated normal, beta, and gamma densities. J. Comput. Graph. Statist. 10 (2001) 206-215
    • (2001) J. Comput. Graph. Statist. , vol.10 , pp. 206-215
    • Damien, P.1    Walker, S.G.2
  • 11
    • 21144473291 scopus 로고
    • Estimating moving average parameters: classical pileups and Bayesian posteriors
    • DeJong D.N., and Whiteman C.H. Estimating moving average parameters: classical pileups and Bayesian posteriors. J. Bus. Econom. Statist. 11 (1993) 311-317
    • (1993) J. Bus. Econom. Statist. , vol.11 , pp. 311-317
    • DeJong, D.N.1    Whiteman, C.H.2
  • 13
    • 0002847043 scopus 로고
    • The evaluation of extrapolative forecasting methods
    • Fildes R. The evaluation of extrapolative forecasting methods. Int. J. Forecasting 8 (1992) 69-80
    • (1992) Int. J. Forecasting , vol.8 , pp. 69-80
    • Fildes, R.1
  • 14
    • 0011474513 scopus 로고    scopus 로고
    • A comparative study of algorithms for solving seemingly unrelated regression models
    • Foschi D.A., Belsley D.A., and Kontoghiorghes E.J. A comparative study of algorithms for solving seemingly unrelated regression models. Comput. Statist. Data Anal. 44 (2003) 3-35
    • (2003) Comput. Statist. Data Anal. , vol.44 , pp. 3-35
    • Foschi, D.A.1    Belsley, D.A.2    Kontoghiorghes, E.J.3
  • 15
    • 3943108820 scopus 로고    scopus 로고
    • Large sample properties of parameter least squares estimates for time-varying ARMA models
    • Francq C., and Gautier A. Large sample properties of parameter least squares estimates for time-varying ARMA models. J. Time Ser. Anal. 25 (2004) 765-783
    • (2004) J. Time Ser. Anal. , vol.25 , pp. 765-783
    • Francq, C.1    Gautier, A.2
  • 16
    • 18044399313 scopus 로고    scopus 로고
    • Stationarity of multivariate Markov-switching ARMA models
    • Francq C., and Zakoan J.M. Stationarity of multivariate Markov-switching ARMA models. J. Econometrics 102 (2001) 339-364
    • (2001) J. Econometrics , vol.102 , pp. 339-364
    • Francq, C.1    Zakoan, J.M.2
  • 18
    • 0011279783 scopus 로고
    • Estimation of the parameters of a truncated gamma distribution
    • Hegde L.M., and Dahiya R.C. Estimation of the parameters of a truncated gamma distribution. Comm. Statist. Theory Methods 18 (1989) 561-577
    • (1989) Comm. Statist. Theory Methods , vol.18 , pp. 561-577
    • Hegde, L.M.1    Dahiya, R.C.2
  • 19
    • 1842812733 scopus 로고    scopus 로고
    • Moments of truncated continuous univariate distributions
    • Jawitz J.W. Moments of truncated continuous univariate distributions. Adv. Water Resources 27 (2004) 269-281
    • (2004) Adv. Water Resources , vol.27 , pp. 269-281
    • Jawitz, J.W.1
  • 22
    • 33750378317 scopus 로고    scopus 로고
    • Forecasting daily time series using periodic unobserved components time series models
    • Koopman S.J., and Ooms M. Forecasting daily time series using periodic unobserved components time series models. Comput. Statist. Data Anal. 51 (2006) 885-903
    • (2006) Comput. Statist. Data Anal. , vol.51 , pp. 885-903
    • Koopman, S.J.1    Ooms, M.2
  • 24
    • 34247506254 scopus 로고    scopus 로고
    • A Bayesian proposal for the analysis of stationary and nonstationary AR(1) time series
    • Bernardo J.M., Berger J.O., Dawid A.P., and Smith A.F.M. (Eds), Oxford University Press, Oxford
    • Marinucci D., and Petrella L. A Bayesian proposal for the analysis of stationary and nonstationary AR(1) time series. In: Bernardo J.M., Berger J.O., Dawid A.P., and Smith A.F.M. (Eds). Bayesian Statistics 6 (1999), Oxford University Press, Oxford 821-828
    • (1999) Bayesian Statistics 6 , pp. 821-828
    • Marinucci, D.1    Petrella, L.2
  • 25
    • 24344506203 scopus 로고    scopus 로고
    • Statistical inference for time-inhomogeneous volatility models
    • Mercurio D., and Spokoiny V. Statistical inference for time-inhomogeneous volatility models. Ann. Statist. 32 (2004) 577-602
    • (2004) Ann. Statist. , vol.32 , pp. 577-602
    • Mercurio, D.1    Spokoiny, V.2
  • 27
    • 0034354958 scopus 로고    scopus 로고
    • Wavelet processes and adaptive estimation of the evolutionary wavelet spectrum
    • Nason G.P., von Sachs R., and Kroisandt G. Wavelet processes and adaptive estimation of the evolutionary wavelet spectrum. J. Roy. Statist. Soc. Ser. B 62 (2000) 271-292
    • (2000) J. Roy. Statist. Soc. Ser. B , vol.62 , pp. 271-292
    • Nason, G.P.1    von Sachs, R.2    Kroisandt, G.3
  • 28
    • 84986414355 scopus 로고
    • To criticize the critics: an objective Bayesian analysis of stochastic trend
    • Phillips P.C.B. To criticize the critics: an objective Bayesian analysis of stochastic trend. J. Appl. Econometrics 6 (1991) 333-364
    • (1991) J. Appl. Econometrics , vol.6 , pp. 333-364
    • Phillips, P.C.B.1
  • 29
    • 0038652680 scopus 로고    scopus 로고
    • Time-varying autoregressions with model order uncertainty
    • Prado R., and Huerta G. Time-varying autoregressions with model order uncertainty. J. Time Ser. Anal. 23 (2002) 599-618
    • (2002) J. Time Ser. Anal. , vol.23 , pp. 599-618
    • Prado, R.1    Huerta, G.2
  • 30
    • 0035649369 scopus 로고    scopus 로고
    • Multi-channel EEG analyses via dynamic regression models with time-varying lag/lead structure
    • Prado R., West M., and Krystal A. Multi-channel EEG analyses via dynamic regression models with time-varying lag/lead structure. Appl. Statist. 50 (2001) 95-110
    • (2001) Appl. Statist. , vol.50 , pp. 95-110
    • Prado, R.1    West, M.2    Krystal, A.3
  • 31
    • 4944262487 scopus 로고    scopus 로고
    • Automatic monitoring and intervention in multivariate dynamic linear models
    • Salvador M., and Gargallo P. Automatic monitoring and intervention in multivariate dynamic linear models. Comput. Statist. Data Anal. 47 (2004) 401-431
    • (2004) Comput. Statist. Data Anal. , vol.47 , pp. 401-431
    • Salvador, M.1    Gargallo, P.2
  • 32
    • 35148889373 scopus 로고    scopus 로고
    • Shaarawy, M.S., 1984. A Bayesian Analysis of Moving Average Processes. Unpublished Ph.D. Thesis, Oklahoma State University.
  • 33
    • 0001211740 scopus 로고
    • Understaing unit rooters: a helicopter tour
    • Sims C., and Uhlig H. Understaing unit rooters: a helicopter tour. Econometrica 59 (1991) 1591-1599
    • (1991) Econometrica , vol.59 , pp. 1591-1599
    • Sims, C.1    Uhlig, H.2
  • 34
    • 33748926626 scopus 로고    scopus 로고
    • Multivariate control charts based on Bayesian state space models
    • Triantafyllopoulos K. Multivariate control charts based on Bayesian state space models. Qual. Reliab. Eng. Int. 22 (2006) 693-707
    • (2006) Qual. Reliab. Eng. Int. , vol.22 , pp. 693-707
    • Triantafyllopoulos, K.1
  • 36
    • 21344476194 scopus 로고
    • On singular Wishart and singular multivariate beta distributions
    • Uhlig H. On singular Wishart and singular multivariate beta distributions. Ann. Statist. 22 (1994) 395-405
    • (1994) Ann. Statist. , vol.22 , pp. 395-405
    • Uhlig, H.1
  • 37
    • 10244243656 scopus 로고    scopus 로고
    • Econometric modelling of non-ferrous metal prices
    • Watkins C., and McAleer M. Econometric modelling of non-ferrous metal prices. J. Econom. Surveys 18 (2004) 651-701
    • (2004) J. Econom. Surveys , vol.18 , pp. 651-701
    • Watkins, C.1    McAleer, M.2
  • 39
    • 1542742915 scopus 로고    scopus 로고
    • Evaluation and comparison of EEG traces: latent structure in nonstationary time series
    • West M., Prado R., and Krystal A.D. Evaluation and comparison of EEG traces: latent structure in nonstationary time series. J. Amer. Statist. Assoc. 94 (1999) 375-387
    • (1999) J. Amer. Statist. Assoc. , vol.94 , pp. 375-387
    • West, M.1    Prado, R.2    Krystal, A.D.3
  • 40
    • 0007213733 scopus 로고    scopus 로고
    • Bayesian inference on latent structure in time series (with discussion)
    • Bernardo J.M., Dawid A.P., Berger J.C., and Smith A.F.M. (Eds), Oxford University Press, Oxford
    • West M., Aguilar O., Prado R., and Huerta G. Bayesian inference on latent structure in time series (with discussion). In: Bernardo J.M., Dawid A.P., Berger J.C., and Smith A.F.M. (Eds). Bayesian Statistics 6 (1999), Oxford University Press, Oxford 3-26
    • (1999) Bayesian Statistics 6 , pp. 3-26
    • West, M.1    Aguilar, O.2    Prado, R.3    Huerta, G.4
  • 41
    • 84974402952 scopus 로고
    • A Bayesian analysis of the unit root hypothesis within an unobserved components model
    • Zivot E. A Bayesian analysis of the unit root hypothesis within an unobserved components model. Econometric Theory 10 (1994) 552-578
    • (1994) Econometric Theory , vol.10 , pp. 552-578
    • Zivot, E.1


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