Changes in version 0.7-1 (2026-01-31)                  

Miscellaneous

    o   Fixed timing issues for checks of examples on CRAN: added
	\donttest in two cases and make sure that code is not executed
	in parallel.

                        Changes in version 0.7-0                        

User-visible changes

    o   Allow cutoff to be less than 0.5 in case of assumption =
	"r-concave" (closes #35).

    o   Updated error messages and error handling if the required
	package for fitfun is missing (closes #29).

Bug-fixes

    o   glmnet.lasso_maxCoef now correctly extracts the vatriables with
	largest (absolute) coefficients (closes #32).

    o   Fixed issues from CRAN checks: changed citation style, fixed
	call to \code in manuals and removed LazyData from DESCRIPTION.
	Additionally added a link to the github issue tracker under
	BugReports (contributed by Roberto Villegas-Diaz; see pull
	request #34).

                 Changes in version 0.6-4 (2021-01-29)                  

User-visible changes

    o   Removed support for graphical models via package QUIC as QUIC
	is no longer maintained and was archived on CRAN.

Bug-fixes

    o   Fixed CRAN checks regarding all.equal by adding
	check.environment = FALSE.

                 Changes in version 0.6-3 (2017-07-19)                  

Miscellaneous

    o   Added reference to stability selection with gamboostLSS.

Bug-fixes

    o   Make vignettes conditional on suggested packages (closes #24).

    o   Fixed tests.

                 Changes in version 0.6-2 (2017-01-31)                  

Miscellaneous

    o   Move packages from Enhances to Suggests.

    o   Make manuals work without package TH.data.

    o   Speed up examples by adding \donttest in two occassions.

    o   Use markup \doi for DOIs in manual.

                        Changes in version 0.6-1                        

Miscellaneous

    o   Added DOIs to DESCRIPTION to fulfill CRAN policies.

    o   Updated README.md and vignettes.

                        Changes in version 0.6-0                        

User-visible changes

    o   Added support for graphical models via package QUIC (closes
	#12, #13 and #14; Code contributed by Richard Beare).

    o   Better handling of errors in (single) folds of stabsel: results
	of folds without errors are used and a warning is issued
	(closes #2 and #7).

    o   Parallel computing via mclapply: Set mc.preschedule = FALSE per
	default (closes #1).

    o   Make sure that per default glmnet.lasso selects at maximum q
	variables. The previous anti-conservative version stays
	available via args.fitfun = list(type = "anticonservative")
	(closes #23)

Miscellaneous

    o   Updated references: Hofner et al (2015) now available at BMC
	Bioinformatics. See citation("stabs") for details.

    o   Updated DESCRIPTION to be more informative.

    o   Make fitfuns more quiet (closes #19; Code contributed by Gokcen
	Eraslan)

    o   Replaced base-learner with effect in warnings and error
	messages (closes #10).

    o   Added example on using glmnet.lasso (closes #4).

    o   Boosting specific changes: warn if mstop is to small.

Bug-fixes

    o   Disallow specification of penalty parameters via args.fitfun
	(closes #22).

    o   Fixed checks for results of fitfuns (closes #17; Code
	contributed by Andrey Tovchigrechko)

    o   Fixed citation. (closes #9).

    o   Fix plot labels if matrices are used (as opposed to
	data.frames) (closes #6).

    o   Fix issue when variables are dropped from active set in
	lars.lasso (closes #5).

    o   Adhere to CRAN policies regarding import of base packages
	(closes #3).

                 Changes in version 0.5-1 (2015-01-12)                  

Bug-fixes

    o   Changes in inst/CITATION to make CRAN happy: Citations can now
	be extracted without the need to install the package.

    o   Changed require to requireNamespace

                 Changes in version 0.5-0 (2014-12-09)                  

User-visible changes

    o   Added a function stabsel.stabsel() to compute (new) parameter
	combinations for a fitted stabsel object

    o   Included selected() method (originally from mboost); selected()
	can now be used on stability selection results to extract
	selected effects

    o   Added functionality to extract parameters from fitted stabsel
	objects: use parameters() or stabsel_parameters()

    o   Export run_stabsel to make the actual “fit” function accessible
	for other packages.

    o   Tweaked print methods a bit

    o   Added output that states the significance level.

    o   Added new lasso based fit (glmnet.lasso_maxCoef) function where
	the q strongest predictors (according to the coefficient size)
	are selected (feature request from Rajen Shah <R.Shah _at_
	statslab.cam.ac.uk>)

Miscellaneous

    o   Package development moved from R-forge to
	<https://github.com/hofnerb/stabs>

    o   Added specifiedPFER to stabsel and stabsel_parameter objects
	(needed for better outputs)

    o   Added inst/CITATION

    o   Added reference to stability selection paper

    o   stabs now enhances gamboostLSS

Bug-fixes

    o   Made tests conditional on availability of packages

                 Changes in version 0.1-0 (2014-10-02)                  

    o   Initial submission to CRAN

    o   stabs implements stability selection for a range of models,
	including a novel matrix interface for stabsel that can be used
	with generic fit functions.

    o   The code is based on the stabsel function that was implemented
	in mboost until version 2.3-0. stabsel is now a generic
	function with a specialized method for boosting models that is
	implemented in mboost. The back-end is now completely
	implemented in package stabs.