4.1 Article

TESTS FOR PARAMETER INSTABILITY IN DYNAMIC FACTOR MODELS

Journal

ECONOMETRIC THEORY
Volume 31, Issue 5, Pages 1117-1152

Publisher

CAMBRIDGE UNIV PRESS
DOI: 10.1017/S0266466614000486

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In this paper, we develop tests for structural breaks of factor loadings in dynamic factor models. We focus on the joint null hypothesis that all factor loadings are constant over time. Because the number of factor loading parameters goes to infinity as the sample size grows, conventional tests cannot be used. Based on the fact that the presence of a structural change in factor loadings yields a structural change in second moments of factors obtained from the full sample principal component estimation, we reduce the infinite-dimensional problem into a finite-dimensional one and our statistic compares the pre- and postbreak subsample second moments of estimated factors. Our test is consistent under the alternative hypothesis in which a fraction of or all factor loadings have structural changes. The Monte Carlo results show that our test has good finite-sample size and power.

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