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choosepc (version 1.0)

choosepc-package: Choose the Number of Principal Components via Recistruction Error

Description

A new robust principal component analysis algorithm is implemented that relies upon the Cauchy Distribution. The algorithm is suitable for high dimensional data even if the sample size is less than the number of variables.

Arguments

Author

Michail Tsagris mtsagris@uoc.gr

Maintainers

Michail Tsagris <mtsagris@uoc.gr>.

Details

Package:choosepc
Type:Package
Version:1.0
Date:2023-10-22
License:GPL-2

References

Jolliffe I.T. (2002). Principal Component Analysis.