Paper ID: 2212.05820

Lower Bounds for the Total Variation Distance Given Means and Variances of Distributions

Tomohiro Nishiyama

For arbitrary two probability measures on real d-space with given means and variances (covariance matrices), we provide lower bounds for their total variation distance. In the one-dimensional case, a tight bound is given.

Submitted: Dec 12, 2022