R | Klaus Nordhausen

Posts tagged with: R

Jun 7, 2021 |

New R packages

during the spring we published several new R packages on CRAN. KernelICA gives an implementation of kernel ICA, and ssaBSS has several methods for (non-)stationary source separation. shapeNA allows for robust shape estimation when there are missing values in the data.

Meanwhile I am involved in 22 packages on CRAN. Below a figure about their monthly download stats as provided from the package dlstats.

Jan 25, 2017 |

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New paper “Asymptotic and bootstrap tests for the dimension of the non-Gaussian subspace” on ArXiv

Our recent manuscript “Asymptotic and bootstrap tests for the dimension of the non-Gaussian subspace” is on arXiv. The methods described there are also implemented in our R-package ICtest.

Jan 12, 2017 |

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“Blind Source Separation Based on Joint Diagonalization in R: The Packages JADE and BSSasymp” has appeared

Our paper “Blind Source Separation Based on Joint Diagonalization in R: The Packages JADE and BSSasymp” has appeared in the Journal of Statistical Software!

Along with it come new version of our R packages JADE and BSSasymp which are both on CRAN.

BSS ICA paper R

Dec 20, 2016 |

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End of the year rush

The end of 2016 was busy but productive. Two more papers were uploaded to Arxiv:

and two R packages were uploaded to CRAN:

ICSOutlier which implements the methods from paper 2 above.
ICtest which provides the methods from paper 1 above and from our recently submitted paper “Asymptotic and bootstrap tests for subspace dimension“.

Feedback and comments are welcome!

bootstrap ICA ICS outlier paper R