메뉴 건너뛰기




Volumn 24, Issue 4, 2008, Pages 948-987

Robust optimal tests for causality in multivariate time series

Author keywords

[No Author keywords available]

Indexed keywords


EID: 45249105732     PISSN: 02664666     EISSN: 14694360     Source Type: Journal    
DOI: 10.1017/S0266466608080377     Document Type: Article
Times cited : (4)

References (53)
  • 1
    • 21144479751 scopus 로고
    • Testing causality between two vectors in multivariate autoregressive moving average models
    • Boudjellaba, H., J.-M. Dufour, & R. Roy (1992) Testing causality between two vectors in multivariate autoregressive moving average models. Journal of the American Statistical Association 87, 1082-1090.
    • (1992) Journal of the American Statistical Association , vol.87 , pp. 1082-1090
    • Boudjellaba, H.1    Dufour, J.-M.2    Roy, R.3
  • 2
    • 38149146403 scopus 로고
    • Simplified conditions for noncausality between vectors in multivariate ARMA models
    • Boudjellaba, H., J.-M. Dufour, & R. Roy (1994) Simplified conditions for noncausality between vectors in multivariate ARMA models. Journal of Econometrics 63, 271-287.
    • (1994) Journal of Econometrics , vol.63 , pp. 271-287
    • Boudjellaba, H.1    Dufour, J.-M.2    Roy, R.3
  • 3
    • 0000428450 scopus 로고    scopus 로고
    • Making Wald tests work for cointegrated VAR systems
    • Dolado, J.J. & H. Lütkepohl (1996) Making Wald tests work for cointegrated VAR systems. Econometric Reviews 15, 369-386.
    • (1996) Econometric Reviews , vol.15 , pp. 369-386
    • Dolado, J.J.1    Lütkepohl, H.2
  • 5
    • 33845407051 scopus 로고    scopus 로고
    • Short run and long run causality in time series: Inference
    • Dufour, J.-M., D. Pelletier, & E. Renault (2006) Short run and long run causality in time series: Inference. Journal of Econometrics 133, 337-362.
    • (2006) Journal of Econometrics , vol.133 , pp. 337-362
    • Dufour, J.-M.1    Pelletier, D.2    Renault, E.3
  • 6
    • 0008476692 scopus 로고    scopus 로고
    • Short run and long run causality in time series: Theory
    • Dufour, J.-M. & E. Renault (1998) Short run and long run causality in time series: Theory. Econometrica 66, 1099-1125.
    • (1998) Econometrica , vol.66 , pp. 1099-1125
    • Dufour, J.-M.1    Renault, E.2
  • 8
    • 0009232032 scopus 로고
    • Local asymptotic normality of multivariate ARMA processes with a linear trend
    • Garel, B. & M. Hallin (1995) Local asymptotic normality of multivariate ARMA processes with a linear trend. Annals of the Institute of Statistical Mathematics 47, 551-579.
    • (1995) Annals of the Institute of Statistical Mathematics , vol.47 , pp. 551-579
    • Garel, B.1    Hallin, M.2
  • 9
    • 0000113360 scopus 로고
    • Inference and causality in economic time series
    • Z. Griliches & M.D. Intrilligator eds, North-Holland
    • Geweke, J. (1984) Inference and causality in economic time series. In Z. Griliches & M.D. Intrilligator (eds.), Handbook of Econometrics, pp. 1102-1144. North-Holland.
    • (1984) Handbook of Econometrics , pp. 1102-1144
    • Geweke, J.1
  • 11
    • 0000351727 scopus 로고
    • Investigating causal relations by econometric models and cross-spectral methods
    • Granger, C.W.J. (1969) Investigating causal relations by econometric models and cross-spectral methods. Econometrica 37, 424-459.
    • (1969) Econometrica , vol.37 , pp. 424-459
    • Granger, C.W.J.1
  • 13
    • 0036392344 scopus 로고    scopus 로고
    • Optimal tests for multivariate location based on interdirections and pseudo-Mahalanobis ranks
    • Hallin, M. & D. Paindaveine (2002a) Optimal tests for multivariate location based on interdirections and pseudo-Mahalanobis ranks. Annals of Statistics 30, 1103-1133.
    • (2002) Annals of Statistics , vol.30 , pp. 1103-1133
    • Hallin, M.1    Paindaveine, D.2
  • 15
    • 7044255633 scopus 로고    scopus 로고
    • Optimal procedures based on interdirections and pseudo-Mahalanobis ranks for testing multivariate elliptic white noise against ARMA dependence
    • Hallin, M. & D. Paindaveine (2002c) Optimal procedures based on interdirections and pseudo-Mahalanobis ranks for testing multivariate elliptic white noise against ARMA dependence. Bernoulli 8, 787-815.
    • (2002) Bernoulli , vol.8 , pp. 787-815
    • Hallin, M.1    Paindaveine, D.2
  • 16
    • 7044251330 scopus 로고    scopus 로고
    • Affine invariant linear hypotheses for the multivariate general linear model with ARMA error terms
    • M. Moore, S. Froda, & C. Léger eds, Mathematical Statistics and Applications: Festschrift for Constance van Eeden, Hayward
    • Hallin, M. & D. Paindaveine (2003) Affine invariant linear hypotheses for the multivariate general linear model with ARMA error terms. In M. Moore, S. Froda, & C. Léger (eds.), Mathematical Statistics and Applications: Festschrift for Constance van Eeden, I.M.S. Lecture Notes-Monograph Series, pp. 417-434. Hayward.
    • (2003) I.M.S. Lecture Notes-Monograph Series , pp. 417-434
    • Hallin, M.1    Paindaveine, D.2
  • 17
    • 7044265891 scopus 로고    scopus 로고
    • Rank-based optimal tests of the adequacy of an elliptic VARMA model
    • Hallin, M. & D. Paindaveine (2004a) Rank-based optimal tests of the adequacy of an elliptic VARMA model. Annals of Statistics 32, 2642-2678.
    • (2004) Annals of Statistics , vol.32 , pp. 2642-2678
    • Hallin, M.1    Paindaveine, D.2
  • 18
    • 18844381352 scopus 로고    scopus 로고
    • Multivariate signed rank tests in vector autoregressive order identification
    • Hallin, M. & D. Paindaveine (2004b) Multivariate signed rank tests in vector autoregressive order identification. Statistical Science 19, 697-711.
    • (2004) Statistical Science , vol.19 , pp. 697-711
    • Hallin, M.1    Paindaveine, D.2
  • 19
    • 7044286451 scopus 로고    scopus 로고
    • Affine-invariant aligned rank tests for the multivariate general linear model with VARMA errors
    • Hallin, M. & D. Paindaveine (2005) Affine-invariant aligned rank tests for the multivariate general linear model with VARMA errors. Journal of Multivariate Analysis 93, 122-163.
    • (2005) Journal of Multivariate Analysis , vol.93 , pp. 122-163
    • Hallin, M.1    Paindaveine, D.2
  • 20
    • 0000551232 scopus 로고
    • Rank tests for time-series analysis: A survey
    • D. Brillinger, E. Parzen, & M. Rosenblatt eds, Springer-Verlag
    • Hallin, M. & M.L. Puri (1992) Rank tests for time-series analysis: A survey. In D. Brillinger, E. Parzen, & M. Rosenblatt (eds.), New Directions in Time Series Analysis, vol. 45, pp. 111-153. Springer-Verlag.
    • (1992) New Directions in Time Series Analysis , vol.45 , pp. 111-153
    • Hallin, M.1    Puri, M.L.2
  • 21
    • 33747375805 scopus 로고
    • Aligned rank tests for linear models with autocorrelated errors
    • Hallin, M. & M.L. Puri (1994) Aligned rank tests for linear models with autocorrelated errors. Journal of Multivariate Analysis 50, 175-237.
    • (1994) Journal of Multivariate Analysis , vol.50 , pp. 175-237
    • Hallin, M.1    Puri, M.L.2
  • 22
    • 0000201367 scopus 로고    scopus 로고
    • Optimal testing for semi-parametric autoregressive models: From Gaussian Lagrange multipliers to regression rank scores and adaptive tests
    • S. Ghosh ed, M. Dekker
    • Hallin, M. & B.J.M. Werker (1999) Optimal testing for semi-parametric autoregressive models: From Gaussian Lagrange multipliers to regression rank scores and adaptive tests. In S. Ghosh (ed.), Asymptotics, Nonparametrics, and Time Series, pp. 295-358. M. Dekker.
    • (1999) Asymptotics, Nonparametrics, and Time Series , pp. 295-358
    • Hallin, M.1    Werker, B.J.M.2
  • 23
    • 2442538382 scopus 로고    scopus 로고
    • Semiparametric efficiency, distribution-freeness and invariance
    • Hallin, M. & B.J.M. Werker (2003) Semiparametric efficiency, distribution-freeness and invariance. Bernoulli 9, 137-165.
    • (2003) Bernoulli , vol.9 , pp. 137-165
    • Hallin, M.1    Werker, B.J.M.2
  • 24
    • 84950613755 scopus 로고
    • Autoregressive modeling of Canadian money and income data
    • Hsiao, C. (1979) Autoregressive modeling of Canadian money and income data. Journal of the American Statistical Association 74, 553-560.
    • (1979) Journal of the American Statistical Association , vol.74 , pp. 553-560
    • Hsiao, C.1
  • 26
    • 0030500694 scopus 로고    scopus 로고
    • Adaptive estimation in a random coefficient autoregressive model
    • Koul, H.L. & A. Schick (1996) Adaptive estimation in a random coefficient autoregressive model. Annals of Statistics 24, 1025-1052.
    • (1996) Annals of Statistics , vol.24 , pp. 1025-1052
    • Koul, H.L.1    Schick, A.2
  • 27
    • 0000421758 scopus 로고    scopus 로고
    • Efficient estimation in nonlinear autoregressive time series models
    • Koul, H.L. & A. Schick (1997) Efficient estimation in nonlinear autoregressive time series models. Bernoulli 3, 247-277.
    • (1997) Bernoulli , vol.3 , pp. 247-277
    • Koul, H.L.1    Schick, A.2
  • 28
    • 0000262302 scopus 로고
    • On adaptative estimation in stationary ARMA processes
    • Kreiss, J.-P. (1987) On adaptative estimation in stationary ARMA processes. Annals of Statistics 15, 112-133.
    • (1987) Annals of Statistics , vol.15 , pp. 112-133
    • Kreiss, J.-P.1
  • 31
    • 0003222549 scopus 로고
    • Testing for causation between two variables in higher dimensional VAR models
    • H. Schneeweis & K. Zimmerman eds, Springer-Verlag
    • Lütkepohl, H. (1993) Testing for causation between two variables in higher dimensional VAR models. In H. Schneeweis & K. Zimmerman (eds.), Studies in Applied Econometrics, pp. 75-91. Springer-Verlag.
    • (1993) Studies in Applied Econometrics , pp. 75-91
    • Lütkepohl, H.1
  • 32
    • 70350324901 scopus 로고
    • Robustness in time series and estimating ARMA models
    • E.J. Hannan, P.R. Krishnaiah, & M.M. Rao eds, Handbook of Statistics, North-Holland
    • Martin, R.D. & V.J. Yohai (1985) Robustness in time series and estimating ARMA models. In E.J. Hannan, P.R. Krishnaiah, & M.M. Rao (eds.), Handbook of Statistics, vol. 5, Time Series in the Time Domain, pp. 119-155. North-Holland.
    • (1985) Time Series in the Time Domain , vol.5 , pp. 119-155
    • Martin, R.D.1    Yohai, V.J.2
  • 33
    • 0040231261 scopus 로고
    • Causality testing in economics
    • O.D. Anderson ed, North-Holland
    • Newbold, P. (1982) Causality testing in economics. In O.D. Anderson (ed.), Time Series Analysis: Theory and Practice 1, pp. 701-716. North-Holland.
    • (1982) Time Series Analysis: Theory and Practice , vol.1 , pp. 701-716
    • Newbold, P.1
  • 34
    • 0033196316 scopus 로고    scopus 로고
    • Affine invariant multivariate sign and rank tests and corresponding estimates
    • Oja, H. (1999) Affine invariant multivariate sign and rank tests and corresponding estimates. Scandinavian Journal of Statistics 26, 319-343.
    • (1999) Scandinavian Journal of Statistics , vol.26 , pp. 319-343
    • Oja, H.1
  • 37
    • 0000880923 scopus 로고
    • Optimal inference in cointegrated systems
    • Phillips, P.C.B. (1991) Optimal inference in cointegrated systems. Econometrica 59, 283-306.
    • (1991) Econometrica , vol.59 , pp. 283-306
    • Phillips, P.C.B.1
  • 38
    • 0000552187 scopus 로고
    • Causality in temporal systems: Characterization and survey
    • Pierce, D.A. & L.D. Haugh (1977) Causality in temporal systems: Characterization and survey. Journal of Econometrics 5, 265-293.
    • (1977) Journal of Econometrics , vol.5 , pp. 265-293
    • Pierce, D.A.1    Haugh, L.D.2
  • 40
    • 53549112637 scopus 로고
    • A distribution-free multivariate sign test based on interdirections
    • Randles, R.H. (1989) A distribution-free multivariate sign test based on interdirections. Journal of the American Statistical Association 84, 1045-1050.
    • (1989) Journal of the American Statistical Association , vol.84 , pp. 1045-1050
    • Randles, R.H.1
  • 42
    • 45249113922 scopus 로고    scopus 로고
    • Robust Optimal Tests for Causality in Multivariate Time Series
    • Technical report CRM-3228, Centre de recherches mathématiques, Université de Montréal
    • Saidi, A. & R. Roy (2006) Robust Optimal Tests for Causality in Multivariate Time Series. Technical report CRM-3228, Centre de recherches mathématiques, Université de Montréal.
    • (2006)
    • Saidi, A.1    Roy, R.2
  • 43
    • 0000745315 scopus 로고
    • Interference in linear time series models with some unit roots
    • Sims, C.A., J.H. Stock, & M.W. Watson (1990) Interference in linear time series models with some unit roots. Econometrica 58, 113-144.
    • (1990) Econometrica , vol.58 , pp. 113-144
    • Sims, C.A.1    Stock, J.H.2    Watson, M.W.3
  • 44
    • 0002383748 scopus 로고
    • The asymptotic distribution of the likelihood ratio for autoregressive time series with a regression trend
    • Swensen, A.R. (1985) The asymptotic distribution of the likelihood ratio for autoregressive time series with a regression trend. Journal of Multivariate Analysis 16, 54-70.
    • (1985) Journal of Multivariate Analysis , vol.16 , pp. 54-70
    • Swensen, A.R.1
  • 46
    • 0039594290 scopus 로고
    • A comparison of classical tests of criterion when determining Granger causality with a bivariate ARMA models
    • Taylor, S.A. (1989) A comparison of classical tests of criterion when determining Granger causality with a bivariate ARMA models. Empirical Economics 14, 257-271.
    • (1989) Empirical Economics , vol.14 , pp. 257-271
    • Taylor, S.A.1
  • 48
    • 0009218943 scopus 로고
    • Granger causality in multiple time series
    • Tjøstheim, D. (1981) Granger causality in multiple time series. Journal of Econometrics 17, 157-176.
    • (1981) Journal of Econometrics , vol.17 , pp. 157-176
    • Tjøstheim, D.1
  • 49
    • 0000048080 scopus 로고
    • Vector autoregressions and causality
    • Toda, H.Y. & P.C.B. Phillips (1993) Vector autoregressions and causality. Econometrica 61, 1367-1393.
    • (1993) Econometrica , vol.61 , pp. 1367-1393
    • Toda, H.Y.1    Phillips, P.C.B.2
  • 50
    • 84947516512 scopus 로고
    • Vector autoregressions and causality: A theoretical overview and simulation study
    • Toda, H.Y. & P.C.B. Phillips (1994) Vector autoregressions and causality: A theoretical overview and simulation study. Econometric Reviews 13, 259-285.
    • (1994) Econometric Reviews , vol.13 , pp. 259-285
    • Toda, H.Y.1    Phillips, P.C.B.2
  • 51
    • 0038365156 scopus 로고    scopus 로고
    • Outliers in multivariate time series
    • Tsay, R.S., D. Peña, & A.E. Pankratz (2000) Outliers in multivariate time series. Biometrika 87, 789-804.
    • (2000) Biometrika , vol.87 , pp. 789-804
    • Tsay, R.S.1    Peña, D.2    Pankratz, A.E.3
  • 52
    • 0000342767 scopus 로고
    • A distribution-free M-estimate of multivariate scatter
    • Tyler, D.E. (1987) A distribution-free M-estimate of multivariate scatter. Annals of Statistics 15, 234-251.
    • (1987) Annals of Statistics , vol.15 , pp. 234-251
    • Tyler, D.E.1
  • 53
    • 0003328102 scopus 로고
    • The theory of prediction
    • E.F. Beckenback ed, McGraw-Hill
    • Wiener, N. (1956) The theory of prediction. In E.F. Beckenback (ed.), Modern Mathematics for Engineers, pp. 165-190. McGraw-Hill.
    • (1956) Modern Mathematics for Engineers , pp. 165-190
    • Wiener, N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.