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SOLAS offers principled leading edge approaches to analyzing data with missing values and features a choice of imputation methods.

Single Imputation Methods in SOLAS

  •  Hot Deck Imputation
  • Predicted Mean Imputation (using Regression)
  • Last Value Carried Forward (LVCF / LOCF)
  • Groups Means