search for: nkraemer

...ude * estimation of linear regression models with penalized PLS, * estimation of generalized additive models with penalized PLS based on splines transformations, * model selection for both methods based on cross validation. For more information on penalized PLS, see http://ml.cs.tu-berlin.de/~nkraemer/papers/preprint_penalizedPLS.pdf Please send an email to nkraemer at cs dot tu-berlin dot de for any comments, suggestions, or reports on bugs. Regards, Nicole & Anne-Laure -- Dr. Nicole Kr?mer TU Berlin Machine Learning/Intelligent Data Analysis fon: (+49) 30 314 78627 Franklinstr. 28/2...

...ude * estimation of linear regression models with penalized PLS, * estimation of generalized additive models with penalized PLS based on splines transformations, * model selection for both methods based on cross validation. For more information on penalized PLS, see http://ml.cs.tu-berlin.de/~nkraemer/papers/preprint_penalizedPLS.pdf Please send an email to nkraemer at cs dot tu-berlin dot de for any comments, suggestions, or reports on bugs. Regards, Nicole & Anne-Laure -- Dr. Nicole Kr?mer TU Berlin Machine Learning/Intelligent Data Analysis fon: (+49) 30 314 78627 Franklinstr. 28/2...

...can be found in the accompanying article Nicole Kr?mer, Juliane Sch?fer, Anne-Laure Boulesteix. Regularized Estimation of Large Scale Gene Association Networks using Gaussian Graphical Models BMC Bioinformatics, 10:384, 2009. http://www.biomedcentral.com/1471-2105/10/384 Please send an email to nkraemer at cs.tu-berlin.de for any comments, suggestions, or bug reports. Best regards, Nicole & Juliane -- Dr. Nicole Kr?mer TU Berlin Machine Learning/Intelligent Data Analysis fon: (+49) 30 314 78627 Franklinstr. 28/29, 10587 Berlin, Germany fax: (+49) 30 314 78622 web: http://ml.cs.tu-berlin....

...can be found in the accompanying article Nicole Kr?mer, Juliane Sch?fer, Anne-Laure Boulesteix. Regularized Estimation of Large Scale Gene Association Networks using Gaussian Graphical Models BMC Bioinformatics, 10:384, 2009. http://www.biomedcentral.com/1471-2105/10/384 Please send an email to nkraemer at cs.tu-berlin.de for any comments, suggestions, or bug reports. Best regards, Nicole & Juliane -- Dr. Nicole Kr?mer TU Berlin Machine Learning/Intelligent Data Analysis fon: (+49) 30 314 78627 Franklinstr. 28/29, 10587 Berlin, Germany fax: (+49) 30 314 78622 web: http://ml.cs.tu-berlin....

...measurements from quantitative near-infrared spectroscopy. Best regards, Nicole & Anne-Laure -- Dr. Nicole Kr?mer TU Berlin Machine Learning/Intelligent Data Analysis fon: (+49) 30 314 78627 Franklinstr. 28/29, 10587 Berlin, Germany fax: (+49) 30 314 78622 web: http://ml.cs.tu-berlin.de/~nkraemer _______________________________________________ R-packages mailing list R-packages at r-project.org https://stat.ethz.ch/mailman/listinfo/r-packages

...estimate sparse causal networks from simulated time series data. Although there's some discussion about this problem in the literature (at least a few authors have used lasso and l(1,2) regularization to enforce sparsity in multivariate autoregressive models, e.g., http://user.cs.tu-berlin.de/~nkraemer/papers/grplasso_causality.pdf), I can't find any R packages with these capabilities. Has anyone in the R community experimented with such or put code out for this problem? Many thanks. John -- John M. Drake, Ph.D. Associate Professor University of Georgia Odum School of Ecology Athens, GA 3...

...measurements from quantitative near-infrared spectroscopy. Best regards, Nicole & Anne-Laure -- Dr. Nicole Kr?mer TU Berlin Machine Learning/Intelligent Data Analysis fon: (+49) 30 314 78627 Franklinstr. 28/29, 10587 Berlin, Germany fax: (+49) 30 314 78622 web: http://ml.cs.tu-berlin.de/~nkraemer _______________________________________________ R-packages mailing list R-packages at r-project.org https://stat.ethz.ch/mailman/listinfo/r-packages