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Tracy–Widom law for the largest eigenvalue of sample covariance matrix generated by VARMA.
- Source :
- Random Matrices: Theory & Application; Apr2021, Vol. 10 Issue 2, pN.PAG-N.PAG, 22p
- Publication Year :
- 2021
-
Abstract
- In this paper, we derive the Tracy–Widom law for the largest eigenvalue of sample covariance matrix generated by the vector autoregressive moving average model when the dimension is comparable to the sample size. This result is applied to make inference on the vector autoregressive moving average model. Simulations are conducted to demonstrate the finite sample performance of our inference. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 20103263
- Volume :
- 10
- Issue :
- 2
- Database :
- Complementary Index
- Journal :
- Random Matrices: Theory & Application
- Publication Type :
- Academic Journal
- Accession number :
- 150366772
- Full Text :
- https://doi.org/10.1142/S2010326321500222