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version version 0.2-2

• Add reference to the DESCRIPTION file.

version version 0.2-1

• Bug fixed in the internal function hdps_pv: the denominator of the PC1 quantity is Tot_E and not Tot.

version version 0.2-0

• Modification on all functions that involves cross-validation with the adaptive lasso (cf. Nadim, B., Lola, E., and Vivian, V. (2020). On the use of cross-validation for the calibration of the tuning parameter in the adaptive lasso. arXiv preprint arXiv:2005.10119.)
• The adapt_ridge function has been removed, the adapt_cv and adapt_univ (with criterion = cv) functions have been modified.
• In this version, two differents implementation of the cross-validation for th adaptive lasso are possible through the new parameter type_cv. When type_cv = naive, it corresponds to the first version of this package: adaptive weights obtained on the full data are used for the cross-validation. When type_cv = proper, adaptive weights are calculated for each training sets.

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.