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Multiple Imputation techniques include:

  • Predictive Model Based Multiple Imputation …more
  • Propensity Score Based Multiple Imputation …more
    (Non Parametric Approach Based on Propensity Scores and the Approximate Bayesian Bootstrap)

Single Imputation techniques include:

  • Hot Deck Imputation …more
  • Predicted Mean Imputation (using Regression)…more
    (Ordinary Least Squares Method & Discriminant Method)
  • Last Value Carried Forward (LVCF / LOCF)…more
  • Group Means…more

Other Important Features in SOLAS:

  • Unique Missing Data Pattern …more
  • Script Language Facility …more
  • Post Imputation Analyses …more
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