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Tracy–Widom law for the largest eigenvalue of sample covariance matrix generated by VARMA.

Authors :
Tian, Boping
Zhang, Yangchun
Zhou, Wang
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