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Modeling High-Dimensional Unit-Root Time Series. (2020). Tsay, Ruey S ; Gao, Zhaoxing.
In: Papers.
RePEc:arx:papers:2005.03496.

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  1. Divide-and-Conquer: A Distributed Hierarchical Factor Approach to Modeling Large-Scale Time Series Data. (2021). Tsay, Ruey S ; Gao, Zhaoxing.
    In: Papers.
    RePEc:arx:papers:2103.14626.

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  2. A Two-Way Transformed Factor Model for Matrix-Variate Time Series. (2020). Tsay, Ruey S ; Gao, Zhaoxing.
    In: Papers.
    RePEc:arx:papers:2011.09029.

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References

References cited by this document

  1. Aznar, A., and Salvador, M. (2002). Selecting the rank of the cointegration space and the form of the intercept using an information criterion. Econometric Theory, 18(4), 926–947.

  2. Bai, J., and Ng, S. (2002). Determining the number of factors in approximate factor models. Econometrica, 70, 191–221.

  3. Banerjee, A., Marcellino, M., and Osbat, C. (2004). Some cautions on the use of panel methods for integrated series of macroeconomic data. The Econometrics Journal, 7(2), 322–340.

  4. Billingsley, P. (1999). Convergence of Probability Measures (2nd ed.). New York: Wiley.
    Paper not yet in RePEc: Add citation now
  5. Chang, J., Yao, Q., and Zhou, W. (2017). Testing for high-dimensional white noise using maximum cross-correlations. Biometrika, 104(1), 111–127.

  6. Davis, R. A., Zang, P., and Zheng, T. (2012). Sparse vector autoregressive modeling. Available at arXiv:1207.0520.
    Paper not yet in RePEc: Add citation now
  7. Dopico, F. M., Moro, J., and Molera, J. M. (2000). Weyl-type relative perturbation bounds for eigensystems of Hermitian matrices. Linear Algebra and its Applications, 309, 3–18.
    Paper not yet in RePEc: Add citation now
  8. Engel, C., Mark, N. C., and West, K. D. (2015). Factor model forecasts of exchange rates. Econometric Reviews, 34, 32–55.

  9. Engle, R. F., and Granger, C. W. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica, 55, 251–276.

  10. Forni, M., Hallin, M., Lippi, M., and Reichlin, L. (2005). The generalized dynamic factor model: one-sided estimation and forecasting. Journal of the American Statistical Association, 100(471), 830–840.

  11. Gao, Z., and Tsay, R. S. (2019a). A structural-factor approach for modeling high-dimensional time series and space-time data. Journal of Time Series Analysis, 40, 343-362.
    Paper not yet in RePEc: Add citation now
  12. Gao, Z., and Tsay, R. S. (2019b). Structural-factor modeling of high-dimensional time series: another look at factor models with diverging eigenvalues. arXiv:1808.07932.
    Paper not yet in RePEc: Add citation now
  13. Gao, Z., Ma, Y., Wang, H., and Yao, Q. (2019). Banded spatio-temporal autoregressions. Journal of Econometrics, 208, 211–230.

  14. Hoff, P. D. (2009). Simulation of the matrix Binghamvon MisesFisher distribution, with applications to multivariate and relational data. Journal of Computational and Graphical Statistics, 18(2), 438–456.
    Paper not yet in RePEc: Add citation now
  15. Johansen, S. (1988). Statistical analysis of cointegration vectors. Journal of Economic Dynamics and Control, 12, 231–254.

  16. Johansen, S. (1991). Estimation and hypothesis testing of cointegration vectors in Gaussian vector autoregressive models. Econometrica, 59, 1551–1580.

  17. Johansen, S. (1995). Likelihood-Based Inference in Cointegrated Vector Autoregressive Models. Oxford University Press.

  18. Johansen, S. (2002). A small sample correction for the test of cointegrating rank in the vector autoregressive model. Econometrica, 70(5), 1929–1961.

  19. Lam, C., and Yao, Q. (2012). Factor modeling for high-dimensional time series: inference for the number of factors. The Annals of Statistics, 40(2), 694–726.

  20. Lam, C., Yao, Q., and Bathia, N. (2011). Estimation of latent factors for high-dimensional time series. Biometrika , 98, 901–918.

  21. Lütkepohl, H. (2006). New Introduction to Multiple Time Series Analysis, Springer, Berlin.
    Paper not yet in RePEc: Add citation now
  22. Pan, J., and Yao, Q. (2008). Modelling multiple time series via common factors. Biometrika, 95(2), 365–379.

  23. Peña, D., and Poncela, P. (2006). Nonstationary dynamic factor analysis. Journal of Statistical Planning and Inference, 136(4), 1237–1257.
    Paper not yet in RePEc: Add citation now
  24. Phillips, P. C. B., and Ouliaris, S. (1988). Testing for cointegration using principal components methods. Journal of Economic Dynamics and Control, 12, 205–230.

  25. Robinson, P. M., and Yajima, Y. (2002). Determination of cointegrating rank in fractional systems. Journal of Econometrics, 106(2), 217–241.

  26. Saikkonen, P., and Lütkepohl, H. (2000). Testing for the cointegrating rank of a VAR process with structural shifts. Journal of Business and Economic Statistics, 18(4), 451–464.

  27. Shojaie, A., and Michailidis, G. (2010). Discovering graphical Granger causality using the truncated lasso penalty. Bioinformatics, 26, 517–523.
    Paper not yet in RePEc: Add citation now
  28. Song, S., and Bickel, P. J. (2011). Large vector auto regressions. Available at arXiv:1106.3519.

  29. Stock, J. H., and Watson, M. (2009). Forecasting in dynamic factor models subject to structural instability. The Methodology and Practice of Econometrics. A Festschrift in Honour of David F. Hendry, 173–205.
    Paper not yet in RePEc: Add citation now
  30. Stock, J. H., and Watson, M. W. (2005). Implications of dynamic factor models for VAR analysis. Available at www.nber.org/papers/w11467.

  31. Tiao, G. C., and Tsay, R. S. (1989). Model specification in multivariate time series (with discussion). Journal of the Royal Statistical Society, B51, 157–213.
    Paper not yet in RePEc: Add citation now
  32. Tsay, R. S. (2014). Multivariate Time Series Analysis. Wiley, Hoboken, NJ.
    Paper not yet in RePEc: Add citation now
  33. Tsay, R. S. (2020). Testing for serial correlations in high-dimensional time series via extreme value theory. Journal of Econometrics (to appear).

  34. Zhang, R., Robinson, P., and Yao, Q. (2019). Identifying cointegration by eigenanalysis. Journal of the American Statistical Association, 114(526), 916–927.

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  4. Modeling high-dimensional unit-root time series. (2021). Tsay, Ruey S ; Gao, Zhaoxing.
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  7. Modeling High-Dimensional Unit-Root Time Series. (2020). Tsay, Ruey S ; Gao, Zhaoxing.
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  8. Price Discovery in Agricultural Futures Markets: Should We Look beyond the Best Bid?Ask Spread?. (2019). Frank, Julieta ; Arzandeh, Mehdi.
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  10. Identifying cointegration by eigenanalysis. (2018). Robinson, Peter ; Zhang, Rongmao ; Yao, Qiwei.
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