A Monte Carlo evaluation of the performance of two new tests for symmetry

We propose two new tests for symmetry based on well-known characterisations of symmetric distributions. The performance of the new tests is evaluated and compared to that of other existing tests by means of a Monte Carlo study. All tests are carried out in a regression setup where we test whether th...

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Veröffentlicht in:Computational statistics 2017-12, Vol.32 (4), p.1323-1338
Hauptverfasser: Allison, James S., Pretorius, Charl
Format: Artikel
Sprache:eng
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Zusammenfassung:We propose two new tests for symmetry based on well-known characterisations of symmetric distributions. The performance of the new tests is evaluated and compared to that of other existing tests by means of a Monte Carlo study. All tests are carried out in a regression setup where we test whether the error distribution in a linear regression model is symmetric. It is found that the newly proposed tests perform favourably compared to the other tests.
ISSN:0943-4062
1613-9658
DOI:10.1007/s00180-016-0680-4