2002RePEc: Research Papers in EconomicsRequires access

Residuals-based Tests for Cointegration: An Analytical Comparison

Elena Pesavento

Open publisher page 1 citations

Abstract

This paper compares five residuals-based tests for the null of no cointegration to identify which unit root test should be used when testing for cointegration. The tests are compared in terms of power and size distortions. The asymptotic distribution of the tests under the local alternative is shown to be a function of Brownian Motions and Ornstein-Uhlenbeck processes, depending on a single nuisance parameter, which is, determined by the correlation at frequency zero of the independent variables with the errors of the cointegration regression. It is shown that no significant improvement can be achieved by using different unit root tests than the t-test originally proposed by Engle and Granger (1987).

Open-access reader

About this research paper

What this paper is about

This paper compares five residuals-based tests for the null of no cointegration to identify which unit root test should be used when testing for cointegration. The tests are compared in terms of power and size distortions. The asymptotic distribution of the tests under the local alternative is shown to be a function of Brownian Motions and Ornstein-Uhlenbeck processes, depending on a single nuisance parameter, which is, determined by the correlation at frequency zero of the independent variables with the errors of the cointegration regression. It is shown that no significant improvement can be achieved by using different unit root tests than the t-test originally proposed by Engle and Granger (1987).

Why it matters

OpenAlex reports 1 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

This paper compares five residuals-based tests for the null of no cointegration to identify which unit root test should be used when testing for cointegration. The tests are compared in terms of power and size distortions. The asymptotic distribution of the tests under the local alternative is shown to be a function of Brownian Motions and Ornstein-Uhlenbeck processes, depending on a single nuisance parameter, which is, determined by the correlation at frequency zero of the independent variables with the errors of the cointegration regression. It is shown that no significant improvement can be achieved by using different unit root tests than the t-test originally proposed by Engle and Granger (1987).

Key concepts: Cointegration, Unit root, Mathematics, Null (SQL), Econometrics, Statistics, Nuisance parameter, Null hypothesis

Related papers

Back to paper searchBrowse research topicsOriginal source
Residuals-based Tests for Cointegration: An Analytical Comparison — Research Paper | ScholarLens