Christoph considered blind source separation methods for spatial data and Una non-Gaussian feature extraction for vector- and matrix-variate data. Both dissertations will be soon online available.
The end of 2016 was busy but productive. Two more papers were uploaded to Arxiv:
- “Projection Pursuit for non-Gaussian Independent Components“
- “Multivariate Outlier Detection with ICS“
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!
Our new manuscript “Asymptotic and bootstrap tests for subspace dimension” is available on Arxiv .