Changes in version 0.2.10 o Added a new impute_all option to linear and tree model imputation functions, to support predictive mean matching imputation. o Fixed predictive mean matching imputation. (Thanks to Susie Jentoft for reporting.) Note that predictive mean matching can now only be used with predictors that support the impute_all option. Changes in version 0.2.9 (2024-12-16) o Fixed Rd bug (thanks to Kurt Hornik for pointing out the changes). o Fixed bug in random hot deck (Thanks to GH user sfhalapour for the PR). Changes in version 0.2.8 (2022-06-16) o Package now depends on R >= 4.0.0 o Examples using |> now in stead of magrittr::%>% o fixed bug in impute_knn: VIM backend was ignored. (Thanks to Sander Scholtus and Sigrid van Hoek for reporting) Changes in version 0.2.7 (2021-09-16) o Updated C-code for compatability with CLANG compiler (Thanks to Brian Ripley for pointing out the specific noncompliance with WRE) Changes in version 0.2.6 (2021-01-25) o Fixed error in 'impute_shd' caused by VIM update. Changes in version 0.2.5 (2021-01-11) o CRAN-requested update, avoiding misuse of 'order' on data.frames (Thanks to Kurt Hornik for reporting). Changes in version 0.2.4 (2020-03-13) o Updated tests in preparation of the new 'stringsAsFactors=FALSE' policy (thanks to Kurt Hornik) o Fixed parsing error for formulas with very long variable names (Thanks to Karl Dunkle Werner). o Fix: ... was not parsed to 'missForest' in 'impute_mf'. o Fix: Column names with spaces were not handled properly (Thanks to Miles McBain) o Fix: 'impute_proxy' would crash when imputing a character constant. Changes in version 0.2.3 (2019-05-20) o switched to 'tinytest' testing framework o Fix in impute_median: wrong medians imputed at randomly sorted data (thanks to Ranjeed-S). Changes in version 0.2.2 (2017-05-19) o new functions 'impute' and 'impute_' use pre-fit models to impute datasets. (Thanks to Max Kuhn for suggesting this). o new utility function 'foretell'. Replacement for 'predict' that always returns values of the predicted type. o bugfix: ... arguments were not passed correctly for linear models. Changes in version 0.2.1 (2017-01-27) o Added support for ridge/elasticnet/lasso regression (using 'glmnet') o Added support for missForest imputation (using 'missForest') o Added support for imputation using EM-estimated parameters (using 'norm') o 'impute_proxy' now supports transformations in the rhs of formula. o 'impute_median' gains 'type' argument to specify algorithm for median computation. o New functions 'simputation_capabilities' and 'simputation_suggests' detect which packages supporting imputation methods are available. o Renamed 'na.action' -> 'na_action' for consistency within simputation. o Default 'na_action' for 'impute_cart' is now 'na.rpart' o Default 'na_action' for 'impute_rf' is not 'na.roughfix' o Complete overhaul of function documentation. Now set up systematically with synopsis of methodology where relevant. o Dependencies on larger packages (randomForest, glmnet) moved to 'Suggests' o Fix in 'impute_rf': needed workaround for bug in randomForest 4.6.12 (formulas like Y ~ . - X not handled correctly by predict.randomForest) o Bugfix in 'impute_pmm': argument 'predictor' was ignored. o Bugfix in 'impute_rhd': attributes of 'dat' were not always preserved. Changes in version 0.2.0 (2016-12-31) o Added na.action option for model-based imputation (thanks to Soogeun Park) o impute_rhd, impute_shd, and impute_knn now have option 'backend="VIM"' o removed call to structure(NULL,*) to comply to changes in R-devel (thanks to Martin Maechler) Changes in version 0.1.0 (2016-09-10) o initial release