Largevars: Testing Large VARs for the Presence of Cointegration

Conducts a cointegration test for high-dimensional vector autoregressions (VARs) of order k based on the large N,T asymptotics of Bykhovskaya and Gorin, 2022 (<doi:10.48550/arXiv.2202.07150>). The implemented test is a modification of the Johansen likelihood ratio test. In the absence of cointegration the test converges to the partial sum of the Airy-1 point process. This package contains simulated quantiles of the first ten partial sums of the Airy-1 point process that are precise up to the first three digits.

Getting started

Package details

AuthorAnna Bykhovskaya [aut], Vadim Gorin [aut], Eszter Kiss [cre, aut]
MaintainerEszter Kiss <ekiss2803@gmail.com>
LicenseMIT + file LICENSE
Version1.0.3
URL https://github.com/eszter-kiss/Largevars
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("Largevars")

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Largevars documentation built on June 8, 2025, 11:18 a.m.