High-Probability Lower Bounds for the Total Variance Distance

An implementation of high-probability lower bounds for the total variance distance as introduced in Michel & Naef & Meinshausen (2020) . An estimated lower-bound (with high-probability) on the total variation distance between two probability distributions from which samples are observed can be obtained with the function HPLB.


Reference manual

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1.0.0 by Loris Michel, a year ago

Browse source code at https://github.com/cran/HPLB

Authors: Loris Michel , Jeffrey Naef

Documentation:   PDF Manual  

GPL-3 license

Depends on data.table, stats, graphics

Suggests testthat, fields, ranger, distrEx

See at CRAN