Evaluation of Imputation Methods for the National Survey on Drug Use and Health

Description

Although PMN imputation as currently implemented has a number of advantages, including the ability to use a large number of similar variables to determine the imputed value and to provide individual record consistency among very complex variable relationships, the goal of this study was to evaluate this method compared with other options, especially in the context of the redesign of the NSDUH.

Resources

Name Format Description Link
21 Visit the original government dataset for complete information, documentation, and data access. https://www.samhsa.gov/data/report/evaluation-imputation-methods-national-survey-drug-use-and-health

Tags

  • survey-methodology
  • nsduh
  • substance-use
  • imputation-methods
  • samhsa

Topics

Categories