v0.3.5

Mice v0.3.5

Diff since v0.3.4

Changes

• Corrected implementation of norm and pmm methods.

v0.3.4

Mice v0.3.4

Diff since v0.3.3

Changes

• Added rf method (with a new extension to link with BetaML.jl) and
• Some bugfixes.

Merged pull requests:

• Add random forest method & documentation changes (#22) (@tom-metherell)

v0.3.3

Mice v0.3.3

Diff since v0.3.2

Changes

• Fixed continuation mice() (i.e. the mice() method used on existing Mids objects) and
• Made changes such that CategoricalArrays are preserved even in the intermediate working data objects (rather than being converted to vectors of CategoricalValues.

v0.3.2

Mice v0.3.2

Diff since v0.3.1

Changes

• Added precompilation to reduce latency (including MiceDataFramesExt for DataFrames.jl support)

Merged pull requests:

• Add precompilation (#21) (@tom-metherell)

v0.3.1

Mice v0.3.1

Diff since v0.3.0

Changes

• Fixed broken implementation for vectors of categorical values wrapping strings

v0.3.0

Mice v0.3.0

Diff since v0.2.0

This is the first registered version of Mice.jl.

Breaking changes

• Removed internal multithreading option (i.e. no more threads argument).

Other major changes

• Improved overall performance significantly and
• Removed now unused internal functions.

Merged pull requests:

• Performance enhancements etc. (#18) (@tom-metherell)
• CompatHelper: add new compat entry for Statistics at version 1, (keep existing compat) (#19) (@github-actions[bot])

Mice.jl v0.2.0

Major changes:

• Added an extension to integrate Mice.jl with RCall.jl;
• Replaced all NamedArrays with AxisArrays;
• Changed the default value of gcSchedule to a compromise value of 0.3;
• Made some performance tweaks and
• Reorganised the source code into separate files.

What's Changed

• Adding RCall extension and replacing NamedArrays with AxisArrays by @tom-metherell in #16

Full Changelog: v0.1.1...v0.2.0

Mice.jl v0.1.1

Major changes:

• Corrected calculation of p-values in pool() (now using two-tailed instead of one-tailed tests) and
• Added three new imputation methods - mean, norm and sample.

What's Changed

• Adding methods mean, norm and sample by @tom-metherell in #15

Full Changelog: v0.1.0...v0.1.1

Mice.jl v0.1.0

Major changes:

• Removed DataFrames.jl dependency and allowed use of any Tables.jl-compatible object (#11);
• Reduced latency when there is nothing to impute (#8) and
• Removed Plots.jl dependency (#5).

What's Changed

• Tweaks by @tom-metherell in #9
• Missed documentation update by @tom-metherell in #10
• Remove DataFrames.jl dependency by @tom-metherell in #12
• Improving Tables.jl compatibility & other changes by @tom-metherell in #13
• Corrections to type checking and complete() by @tom-metherell in #14

Full Changelog: v0.0.0...v0.1.0

Mice.jl v0.0.0

Initial release.