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The new algorithm however, is 50 to 600 times faster for the predictive mean matching imputation process and still retains the same statistical quality in the imputations. Some numerical differences in output will arise due to the new matching algorithm.

The mice package in R that is used to conduct Multiple Imputation has been updated from version 3.11.0 to 3.12.0.

Classifier menu in the Automate > Browse Online Library has been replaced by the Machine Learning menu (all features that used to be in the Classifier menu are available in the Machine Learning menu).

Added Calculate - First and Calculate - Last to extract first and last rows and columns from tables and R data outputs.

In the moderate case where more than 15 but less than 27 independent variables are requested, the user is prompted with a suggestion to use Relative Importance instead since it typically gives very similar results and is a much faster algorithm while Kruskal or Shapley can be slow and take minutes or even hours to compute. Due to technical limitations, it is not possible to compute Kruskal and Shapley importance in those scenarios.

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Updated the Regression - Legacy Driver Analysis - Table of Kruskal Importance Scores and Regression - Legacy Driver Analysis - Table of Shapley Importance Scores QScripts and Rules to compute a Regression - Legacy Driver Analysis - Table of Relative Weights (Relative Importance Analysis) instead when more than 27 independent variables are requested.

for z-Statistic and Column Comparisons) to be easily created.

Added new menu item Visualization - Stacked Column Chart with Statistical Significance which allows a stacked column chart showing statistical significance in the same way as standard Q Tables (e.g.

Added Truncate cases when characters exceed option to Text Analysis - Advanced - Principal Components Analysis (Text) so that cases in input text are truncated beyond a specified number of characters.

For users familiar with Tables - Merge Two or More Tables, the merging is done in the same way, but unlike that Standard R item, the QScript works with any tables selected on the page and the join direction is determined automatically.

New QScript available for combining and merging tables: Tables - Combine Tables.

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