version 3.0.9000 (dev) Unreleased

  • fix bug happening when providing a single Y variable to sglrTheme (issue #1)
  • allow to provide folds for cross validation defined by user (issue #2)
  • individual beta and gamma for themes were not properly computed (issue #5)
  • improve evaluation of linear predictors in theme function (issue #8)
  • remove dependency on expm package (issue #10)
  • error message for lack of convergence were improved and scglrCrossVal no longer stops when a fold does not converge (issue #12)

New features

  • preliminary integration of code from SCnext/mixedSCGLR written by Jocelyn Chauvet (issue #11)
  • moved parallelization to future framework. Need future.apply package (issue #16)
  • added progress to scglrCrossVal and scglrThemeBackward functions using progressr package (issue #17)

Deprecations

  • parameter nfolds of scglrCrossVal as been renamed to folds and now accepts also vectors. For now a warning is issued and provided value is used but update your code as it will be removed in a next version.
  • parameter mc.cores of scglrCrossVal is now deprecated as of the move to future framework for parallelization.

version 3.0 2018-09-28

This major version introduces a new feature allowing to group covariates in so called themes.

  • added scglrTheme and scglrThemeBackward to handle theme oriented selection
  • reworked multivariateFormula to handle themes
  • added new plots targeting themes

Deprecations

  • deprecated barplot in favor of screeplot (same parameters)

version 2.1 Unreleased

  • Removed LPLS legacy method
  • changed from ING to PING

version 2.0 2014-07-17

  • New method is available : SR (Structural Relevance) see vignette
  • Major rewrite of plot styling (not backward compatible)
  • Various fixes and improvements (especially when dealing with a single dependant variable)

version 1.0 Unreleased

Initial version of SCGLR

  • method LPLS (Local PLS)