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HPLB  

High-Probability Lower Bounds for the Total Variance Distance
View on CRAN: Click here


Download and install HPLB package within the R console
Install from CRAN:
install.packages("HPLB")

Install from Github:
library("remotes")
install_github("cran/HPLB")

Install by package version:
library("remotes")
install_version("HPLB", "1.0.0")



Attach the package and use:
library("HPLB")
Maintained by
Loris Michel
[Scholar Profile | Author Map]
First Published: 2020-06-09
Latest Update: 2020-06-09
Description:
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.
How to cite:
Loris Michel (2020). HPLB: High-Probability Lower Bounds for the Total Variance Distance. R package version 1.0.0, https://cran.r-project.org/web/packages/HPLB. Accessed 04 Apr. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited HPLB R package
View HPLB citation profile
Other R packages that HPLB depends, imports, suggests or enhances
Complete documentation for HPLB
Functions, R codes and Examples using the HPLB R package
Some associated functions: HPLB . HPLBmatrix . boundingOperation . empiricalBF . 
Some associated R codes: HPLB.R . HPLBmatrix.R . empiricalBF.R .  Full HPLB package functions and examples
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