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Changelog

Source: NEWS.md

vismi 0.9.0

New Features

  • Convergence diagnostics visualisation through converge() function.
  • Convergence diagnostics with trelliscope display through converge_trelliscope() function.

vismi 0.8.1

Bug Fixes

  • Fixed overlapping issues in interative visualisation:
    • x-axis title with legend items
    • left and right axis titles in subplots

vismi 0.8.0

New Features

  • Support static visualisation for 3 numeric variables and 3 factor variables for vismi.data.frame() method.
  • Support interactive visualisation for 3 factor variables for vismi.data.frame() method.
  • Added verbose argument to print missing data summary ### Refactoring
  • Validation checks
  • Aesthetics for panel labels and titles

vismi 0.7.0

Deprecations

  • Deprecated trelliscopejs_con() and trelliscopejs_cat(). ### New Features
  • ts_overimp() Support showing all overimputation 1D plots for all numeric and factors variables through trelliscopejs

vismi 0.6.0

New Features

  • subset imputed datasets for plotting via imp_idx or m argument in vismi() function. ### Bug Fixes
  • Misalignment issue of using plotly subplots in .plotly_box_facet(). ### Refactoring
  • Refactored other functions.

vismi 0.5.0

Refactoring

  • Refactored all overimputation visualisation functions for 1D & 2D.
  • overimpute() function refactored to improve code readability and maintainability.
  • Added S3 methods for visualising overimputation object.
  • Added vismi.data.frame method.
    • vismi(data, imp_list, x, y, z,...) visualises multiple imputed datasets for up to 3 variables.
  • Added vismi.overimp method.
    • vismi(obj, x, y, z,...) visualises overimputation results

vismi 0.4.0

New Features

  • Added 1D, 2D, and 3D interactive inspection visualisation using plotly.

vismi 0.3.0

New Features

  • Added more features for static visualisation usingggplot2.

vismi 0.2.0

Refactoring

  • Added preprocessing function
  • Default parameters handling
  • A high-level main function vismi() will be used to call all other inspection functions.

vismi 0.1.0

Initial Release

  • First development version releases on Github.
  • As illustrated in my PhD thesis.