Testing for Individual Sphericity in Heterogeneous Panels

Broda, Simon A (2019). Testing for Individual Sphericity in Heterogeneous Panels. Biometrika, 106(3):740-747.

Abstract

This manuscript considers locally best invariant tests for sphericity in heterogeneous panels. A new integral representation for the characteristic function of the test statistic under the null is presented, along with an algorithm for inverting it to obtain the distribution function. A saddlepoint approximation to the null distribution addresses the need to quickly compute approximate p-values in empirical work. The approximation shows substantial improvements over the normal approximation when the cross-sectional dimension is small.

Abstract

This manuscript considers locally best invariant tests for sphericity in heterogeneous panels. A new integral representation for the characteristic function of the test statistic under the null is presented, along with an algorithm for inverting it to obtain the distribution function. A saddlepoint approximation to the null distribution addresses the need to quickly compute approximate p-values in empirical work. The approximation shows substantial improvements over the normal approximation when the cross-sectional dimension is small.

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