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To cite cvCovEst in publications use:
Boileau P, Hejazi N, Collica B, van der Laan M, Dudoit S (2021). “cvCovEst: Cross-validated covariance matrix estimator selection and evaluation in R.” Journal of Open Source Software. doi:10.21105/joss.03273, https://doi.org/10.21105/joss.03273.
Boileau P, Hejazi N, van der Laan M, Dudoit S (2022). “Cross-Validated Loss-Based Covariance Matrix Estimator Selection in High Dimensions.” Journal of Computational and Graphical Statistics, 0, 1-12. doi:10.1080/10618600.2022.2110883, https://doi.org/10.1080/10618600.2022.2110883.
Corresponding BibTeX entries:
@Article{, title = {{cvCovEst}: Cross-validated covariance matrix estimator selection and evaluation in {R}}, author = {Philippe Boileau and Nima S Hejazi and Brian Collica and Mark J {van der Laan} and Sandrine Dudoit}, year = {2021}, journal = {Journal of Open Source Software}, publisher = {The Open Journal}, doi = {10.21105/joss.03273}, url = {https://doi.org/10.21105/joss.03273}, }
@Article{, title = {Cross-Validated Loss-Based Covariance Matrix Estimator Selection in High Dimensions}, author = {Philippe Boileau and Nima S Hejazi and Mark J {van der Laan} and Sandrine Dudoit}, year = {2022}, journal = {Journal of Computational and Graphical Statistics}, volume = {0}, pages = {1-12}, publisher = {Taylor and Francis}, doi = {10.1080/10618600.2022.2110883}, url = {https://doi.org/10.1080/10618600.2022.2110883}, }
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.