dbMC (version 1.0.0)

Confidence Interval for Matrix Completion via De-Biased Estimator

Description

Implements the de-biased estimator for low-rank matrix completion and provides confidence intervals for entries of interest. See: by Chen et al. (2019) , Mai (2021) .

Copy Link

Version

Install

install.packages('dbMC')

Monthly Downloads

215

Version

1.0.0

License

GPL-2

Maintainer

The Tien Mai

Last Published

July 20th, 2021

Functions in dbMC (1.0.0)

CI_mc

compute the confidence intervals (CIs) from the de-biased estimator

P_Omega

projection onto observation set

dbmc

de-biased estimator