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k, which controlled the penalty term in
information-criterion calculations, has been removed for security
reasons. Instead, the penalty type is now specified via the argument
ic_type (see the corresponding help pages).ridge penalty in
the multiple-imputation pmm workflow when looking for
donors through regressions (mice). Instead of forcing
ridge = 0, the function now uses the default value defined
by mice, ensuring consistent and method-appropriate
regularization.reg_network() for network estimation
using regularization, supporting both convex and non-convex penalties as
well as multiple options for computing the likelihood in the information
criterion when missing values are present.ordered_suggest(), a heuristic procedure
for identifying variables that may be treated as ordered categorical
based on their distribution and available information.mantar_dummy_full_cat and
mantar_dummy_mis_cat, containing only ordered categorical
variables (with and without missing values).mantar_dummy_full_mix and
mantar_dummy_mis_mix, containing mixtures of ordered
categorical and continuous variables (with and without missing
values).mantar_dummy_full_cont and
mantar_dummy_mis_cont to better reflect that they contain
only continuous variables.These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.