메뉴 건너뛰기




Volumn 116, Issue , 2013, Pages 349-364

Two-step adaptive model selection for vector autoregressive processes

Author keywords

Adaptive jump selection; Impulse response analysis; Lag order selection; VAR models

Indexed keywords


EID: 84873599720     PISSN: 0047259X     EISSN: 10957243     Source Type: Journal    
DOI: 10.1016/j.jmva.2013.01.004     Document Type: Article
Times cited : (8)

References (28)
  • 1
    • 0000501656 scopus 로고
    • Information theory and an extension of the maximum likelihood principle
    • Akademia Kiado, Budapest, B.N. Petrov, F. Csaki (Eds.)
    • Akaike H. Information theory and an extension of the maximum likelihood principle. 2nd International Symposium on Information Theory 1973, 267-281. Akademia Kiado, Budapest. B.N. Petrov, F. Csaki (Eds.).
    • (1973) 2nd International Symposium on Information Theory , pp. 267-281
    • Akaike, H.1
  • 3
    • 38249000058 scopus 로고
    • Misspecifications in vector autoregressions and their effects on impulse responses and variance decompositions
    • Braun P.A., Mittnik S. Misspecifications in vector autoregressions and their effects on impulse responses and variance decompositions. Journal of Econometrics 1993, 59:319-341.
    • (1993) Journal of Econometrics , vol.59 , pp. 319-341
    • Braun, P.A.1    Mittnik, S.2
  • 4
    • 34548275795 scopus 로고    scopus 로고
    • The Dantzig selector: statistical estimation when p is much larger than T
    • Candes E.J., Tao T. The Dantzig selector: statistical estimation when p is much larger than T. The Annals of Statistics 2007, 35:2313-2404.
    • (2007) The Annals of Statistics , vol.35 , pp. 2313-2404
    • Candes, E.J.1    Tao, T.2
  • 5
    • 84873588324 scopus 로고    scopus 로고
    • Sparse vetcor autoregressive modeling
    • Unpublished manuscript.
    • R. Davis, P. Zang, T. Zheng, Sparse vetcor autoregressive modeling, 2012. Unpublished manuscript.
    • (2012)
    • Davis, R.1    Zang, P.2    Zheng, T.3
  • 6
    • 84873586794 scopus 로고    scopus 로고
    • Variable selection using the Dantzig selector: theoretical properties and extensions
    • Technical Report at Harvard University
    • L. Dicker, X. Lin, Variable selection using the Dantzig selector: theoretical properties and extensions, Technical Report at Harvard University, 2009.
    • (2009)
    • Dicker, L.1    Lin, X.2
  • 7
    • 33845407051 scopus 로고    scopus 로고
    • Short run and long run causality in time series: inference
    • Dufour J.M., Pelletier D., Renault E. Short run and long run causality in time series: inference. Journal of Econometrics 2006, 132:337-362.
    • (2006) Journal of Econometrics , vol.132 , pp. 337-362
    • Dufour, J.M.1    Pelletier, D.2    Renault, E.3
  • 8
    • 70349792291 scopus 로고    scopus 로고
    • Short and long run causality measures: theory and inference
    • Dufour J.M., Taamoutic A. Short and long run causality measures: theory and inference. Journal of Econometrics 2010, 154:42-58.
    • (2010) Journal of Econometrics , vol.154 , pp. 42-58
    • Dufour, J.M.1    Taamoutic, A.2
  • 11
    • 38249024803 scopus 로고
    • The sensitivity of VAR forecasts to alternative lag structures
    • Hafer R.W., Sheehan R.G. The sensitivity of VAR forecasts to alternative lag structures. International Journal of Forecasting 1989, 5:399-408.
    • (1989) International Journal of Forecasting , vol.5 , pp. 399-408
    • Hafer, R.W.1    Sheehan, R.G.2
  • 14
    • 33846036795 scopus 로고    scopus 로고
    • A practitioner's guide to lag order selection for VAR impulse response analysis
    • Article 2
    • Ivanov V., Kilian L. A practitioner's guide to lag order selection for VAR impulse response analysis. Studies in Nonlinear Dynamics & Econometrics 2005, 9(1). Article 2.
    • (2005) Studies in Nonlinear Dynamics & Econometrics , vol.9 , Issue.1
    • Ivanov, V.1    Kilian, L.2
  • 15
    • 0040609274 scopus 로고    scopus 로고
    • Residual-based tests of normality in autoregressions: asymptotic theory and simulation evidence
    • Kilian L., Demiroglu U. Residual-based tests of normality in autoregressions: asymptotic theory and simulation evidence. Journal of Business & Economic Statistics 2000, 18:40-50.
    • (2000) Journal of Business & Economic Statistics , vol.18 , pp. 40-50
    • Kilian, L.1    Demiroglu, U.2
  • 16
    • 0032379775 scopus 로고    scopus 로고
    • A unified approach to identifying multivariate time series models
    • Li H., Tsay R.S. A unified approach to identifying multivariate time series models. Journal of the American Statistical Association 1998, 93:770-782.
    • (1998) Journal of the American Statistical Association , vol.93 , pp. 770-782
    • Li, H.1    Tsay, R.S.2
  • 18
    • 0039265255 scopus 로고
    • Using the bootstrap as an aid in choosing the approximate representation for vector time-series
    • Penm J.H.W., Penm J.H., Terrell R.D. Using the bootstrap as an aid in choosing the approximate representation for vector time-series. Journal of Business & Economic Statistics 1992, 10:213-219.
    • (1992) Journal of Business & Economic Statistics , vol.10 , pp. 213-219
    • Penm, J.H.W.1    Penm, J.H.2    Terrell, R.D.3
  • 19
    • 77958492326 scopus 로고    scopus 로고
    • Subset selection for vector autoregressive processes via adaptive Lasso
    • Ren Y., Zhang Z. Subset selection for vector autoregressive processes via adaptive Lasso. Statistics & Probability Letters 2010, 80:1705-1712.
    • (2010) Statistics & Probability Letters , vol.80 , pp. 1705-1712
    • Ren, Y.1    Zhang, Z.2
  • 21
    • 0001232258 scopus 로고
    • Consistency of model selection and parameter estimation
    • Essays in time series and allied processes
    • Shibata R. Consistency of model selection and parameter estimation. Journal of Applied Probability 1986, 23A:127-141.
    • (1986) Journal of Applied Probability , vol.23 A , pp. 127-141
    • Shibata, R.1
  • 23
    • 84947516512 scopus 로고
    • Vector autoregression and causality: a theoretical overview and simulation study
    • Toda H.Y., Phillips P.C.B. Vector autoregression and causality: a theoretical overview and simulation study. Econometric Reviews 1994, 13:259-285.
    • (1994) Econometric Reviews , vol.13 , pp. 259-285
    • Toda, H.Y.1    Phillips, P.C.B.2
  • 25
  • 26
    • 77649284492 scopus 로고    scopus 로고
    • Nearly unbiased variable selection under minimax concave penalty
    • Zhang C.-H. Nearly unbiased variable selection under minimax concave penalty. The Annals of Statistics 2010, 38:894-942.
    • (2010) The Annals of Statistics , vol.38 , pp. 894-942
    • Zhang, C.-H.1
  • 28
    • 62549126570 scopus 로고    scopus 로고
    • On the adaptive elastic-net with a diverging number of parameters
    • Zou H., Zhang H.H. On the adaptive elastic-net with a diverging number of parameters. The Annals of Statistics 2009, 37:1733-1751.
    • (2009) The Annals of Statistics , vol.37 , pp. 1733-1751
    • Zou, H.1    Zhang, H.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.