An inequality for the total variation distance between high-dimensional centered Gaussian laws

Statistics & Probability Letters(2024)

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摘要
We propose tight bounds for the total variation measure between two centered Gaussian laws, which improve over the existing inequalities. The suggested inequalities have applications in different contexts when a high-dimensional setting is assumed.
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关键词
Total variation measure,Gaussian law,Berry–Esseen inequality
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