Title:  A Study of Imputation Algorithms
Description: In this report, the authors review about 30 imputation methods and five imputation software packages, and then evaluate 11 of the most popular imputation methods through a Monte Carlo simulation study. There are also chaphters on nonresponse bias correction via imputation and on variance estimation with imputed data and multiple imputation inference.
Online Availability:
Cover Date: September 2001
Web Release: November 7, 2001
Print Release: This Publication will only be available online.
Publication #: NCES 200117
General Ordering Information
Center/Program: NCES
Authors: Ming-xiu Hu and Sameena Salvucci
Type of Product: Working Paper
  Working Papers provide preliminary analysis of substantive, technical, and methodological issues. They are works in progress that are presented to promote the sharing of valuable work experience and knowledge. These papers have not undergone a rigorous review for consistency with NCES standards.
Survey/Program Areas: Statistical Standards Program (SSP)
Keywords:
Questions: For questions about the content of this Working Paper, please contact:
NCES WebMaster.