v0.2.1 of `hdImpute` on CRAN

v0.2.1 Changes

• Added citation onLoad message: Waggoner, P. D. (2023). A batch process for high dimensional imputation. Computational Statistics, 1-22. doi:10.1007/s00180-023-01325-9

• Added mad() function for evaluation by computing mean absolute differences between imputations and the original data

• Added unit testing for basic mad() functionality

• Added column-wise and row-wise NA checks for pre- and post- imputation checking:

  • check_feature_na(): find features with (specified amount of) missingness
  • check_row_na(): find number of and which rows contain any missingness

• Added two new vignettes to work examples using the new functions:

  • NA checking
  • MAD score computation

• Cleaned up DESCRIPTION, fixed typos, and other small edits

v0.1.1 of `hdImpute` on CRAN

The latest stable version (v0.1.1) is now available on CRAN.

Minor fixes, edits. Also, includes use of cli for more informative printing during the hdImpute process.