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rsvddpd 1.0

• Initial version of the package. Contains four functions.
  • rSVDdpd performs the robust svd using density power divergence. Also provides different convergence rule based warnings.
  • AddOutlier adds different types of outliers in a matrix.
  • simSVD simulates different scenarios and evaluates performance of SVD under pure model or under contamination.
  • cv.alpha function for finding the optimal robustness parameter.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.