Releases: statistikat/VIM
Releases · statistikat/VIM
6.1.0
- error message in hotdeck() when ord_var and variable overlap
- family argument of class 'family' now work in regressionImp
- add new vignettes explaining all remaining imputation methods (irmi(), kNN(), hotdeck() and regressionImp()). Thanks @wolfgangrannetbauer (#44, #45)
- Allow missing and imputed values in several visualization functions.
- The new functionalities are showcased in the new visualization vignette (#46). Thanks @wolfgangrannetbauer!
- Add tableMiss(): A table that highlights missing and imputed values via colors (#47).
- Bug fix for kNN (#48) Thanks @torockel
VIM 6.0.0
- extend documentation with new vignettes and pkgdown
- add rangerImpute() to impute values with
ranger::ranger()
(#35) - remove support for survey objects (#36)
- remove exports for VIMGUI (#40)
- change data.table dependency from depends to imports (#41)
- bugfixes for
irmi()
with logical and integer columns (#14 )
VIM 5.1.1
- updates for
gowerD()
- separate help pages for
maxCat()
andsampleCat()
- remove links to certain packages
New datasets
- bcancer
- brittleness
- colic
- diabetes
- food
- pulplignin
- toydataMiss
- wine
- collision
VIM 4.8.0
- fixed a bug in the distance computation when different variable types are used
- added
imp_var
andimp_suffix
toirmi()
, so it is more consistent with the other functions (#27) - added parameter addRF, only RF to
kNN()
, to use random forest in combination withkNN()
- testthat package used for all tests
- added travis automatically building/checking
- covr for code coverage (vis functions are currently not covered by any tests)
- new imputation function
matchImpute()
for imputing randomly within groups
VIM 4.7.0
VIM 4.6.0
VIM 4.5.0
- new option for
kNN()
:weightDist
to use the distances for the k nearest neighbours as weights - The R function
which.minN()
is not used anymore, instead there is a C++ function,kNN()
is now about 1.6 times faster on a replication (100x) of the sleep dataset - Bytecompile is enabled
VIM 4.4.1
- bugfix wrong observations marked as imputed in
hotdeck()
- random sorting is now used in
hotdeck()
if noord_var
is defined
VIM 4.3.0
- bugfix for
hotdeck()
withmakeNA
- bugfix for the computation of distances for ordered variables
- bug fixed in
irmi()
with newer version of nnet (multinom) and if residual scale can not be computed (noise) - Improvement Gower dist with only missing values in data.x or data.y
- new option for
kNN()
useImputedDist
if the imputed values of a variable should be used in subsequent imputation of another variable.
VIM 4.1.0
- new parameter
modelFormula
inirmi()
- bug fixes in
irmi()
- updated
hotdeck()
based on data.table -> faster and quite stable - bug fix if range of a variable is 0 in
gower.dist()
- small fixed
kNN()
- small bugfix for using makeNA in `kNN()
- "Nothing to impute"-Error is now a warning
- imp_var now updates existing TF imp_vars (with warning)