version 0.2.8 - Package now depends on R >= 4.0.0 - Examples using |> now in stead of magrittr::%>% - fixed bug in impute_knn: VIM backend was ignored. (Thanks to Sander Scholtus and Sigrid van Hoek for reporting) - version 0.2.7 - Updated C-code for compatability with CLANG compiler (Thanks to Brian Ripley for pointing out the specific noncompliance with WRE) version 0.2.6 - Fixed error in 'impute_shd' caused by VIM update. version 0.2.5 - CRAN-requested update, avoiding misuse of 'order' on data.frames (Thanks to Kurt Hornik for reporting). version 0.2.4 - Updated tests in preparation of the new 'stringsAsFactors=FALSE' policy (thanks to Kurt Hornik) - Fixed parsing error for formulas with very long variable names (Thanks to Karl Dunkle Werner). - Fix: ... was not parsed to 'missForest' in 'impute_mf'. - Fix: Column names with spaces were not handled properly (Thanks to Miles McBain) - Fix: 'impute_proxy' would crash when imputing a character constant. version 0.2.3 - switched to 'tinytest' testing framework - Fix in impute_median: wrong medians imputed at randomly sorted data (thanks to Ranjeed-S). version 0.2.2 - new functions 'impute' and 'impute_' use pre-fit models to impute datasets. (Thanks to Max Kuhn for suggesting this). - new utility function 'foretell'. Replacement for 'predict' that always returns values of the predicted type. - bugfix: ... arguments were not passed correctly for linear models. version 0.2.1 - Added support for ridge/elasticnet/lasso regression (using 'glmnet') - Added support for missForest imputation (using 'missForest') - Added support for imputation using EM-estimated parameters (using 'norm') - 'impute_proxy' now supports transformations in the rhs of formula. - 'impute_median' gains 'type' argument to specify algorithm for median computation. - New functions 'simputation_capabilities' and 'simputation_suggests' detect which packages supporting imputation methods are available. - Renamed 'na.action' -> 'na_action' for consistency within simputation. - Default 'na_action' for 'impute_cart' is now 'na.rpart' - Default 'na_action' for 'impute_rf' is not 'na.roughfix' - Complete overhaul of function documentation. Now set up systematically with synopsis of methodology where relevant. - Dependencies on larger packages (randomForest, glmnet) moved to 'Suggests' - Fix in 'impute_rf': needed workaround for bug in randomForest 4.6.12 (formulas like Y ~ . - X not handled correctly by predict.randomForest) - Bugfix in 'impute_pmm': argument 'predictor' was ignored. - Bugfix in 'impute_rhd': attributes of 'dat' were not always preserved. version 0.2.0 - Added na.action option for model-based imputation (thanks to Soogeun Park) - impute_rhd, impute_shd, and impute_knn now have option 'backend="VIM"' - removed call to structure(NULL,*) to comply to changes in R-devel (thanks to Martin Maechler) version 0.1.0 - initial release