Changes in version 0.0.5 (2025-12-06)                  

Major changes

None

Minor changes

  - Updated documentation to use \doi for manuscript links
  - Updated documentation for extract_importance_xgboost to be
    version-agnostic

                 Changes in version 0.0.4 (2023-11-30)                  

Major changes

  - Bugfixes for xgboost objects and extract_importance_SL
  - pkgdown site

Minor changes

  - Add @examples and @return sections in documentation for all
    functions
  - Use inherit to avoid redundant documentation of parameters/sections

                        Changes in version 0.0.3                        

Major changes

  - Added importance extractor for polymars objects

Minor changes

  - Updated internal checking to inherits

                        Changes in version 0.0.2                        

Major changes

  - Updated PFP and FDR control for intrinsic selection
  - Added functions spvim_vcov (compute variance-covariance matrix for
    SPVIMs for intrinsic selection); pool_spvims (pool point estimates
    and obtain Rubin's rules-based variance estimates for multiple
    imputation-based procedures).
  - Added a dataset, biomarkers, for use in vignettes

                        Changes in version 0.0.1                        

Major changes

  - Added function extract_importance_svm, which computes extrinsic
    importance from a ksvm object
  - Added a vignette on basic usage of the package

Minor changes

None

                     Changes in version 0.0.0.9000                      

Major changes

The first version of the flevr package! This package provides functions
for variable selection using flexible ensembles. These functions can be
used on both complete-case and multiply-imputed data. The two procedures
considered are based on extrinsic variable importance (estimated using
the Super Learner) and intrinsic variable importance (estimated using
the Shapley Population Variable Importance Measure). Both can also be
embedded within stability selection using stabs.

Minor changes

None