FAQ

Multiple Imputation Technique

The substitution of missing data with the average derived from multiple datasets of data that is not missing.
National Institutes of Health

Topic mentions per year

Topic mentions per year

1999-2016
01219992016

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2015
Review
2015
Multiple Imputation for Missing Data: Making the Most of What you Know
Missing data is a common problem in psychological research. Missing data can occur due to attrition in a longitudinal study or… (More)
  • table 1
  • table 3
  • table 4
  • table 5
  • table 6
Is this relevant?
2013
2013
Purpose in life and reduced incidence of stroke in older adults: 'The Health and Retirement Study'.
OBJECTIVE To determine whether purpose in life is associated with reduced stroke incidence among older adults after adjusting for… (More)
Is this relevant?
2013
2013
Tackling missing radiographic progression data: multiple imputation technique compared with inverse probability weights and complete case analysis.
OBJECTIVE To describe the results of different statistical ways of addressing radiographic outcome affected by missing data… (More)
  • figure 1
  • table 1
  • table 2
Is this relevant?
2010
2010
Spatial and temporal patterns of malaria incidence in Mozambique
The objective of this study is to analyze the spatial and temporal patterns of malaria incidence as to determine the means by… (More)
  • figure 1
  • figure 2
  • figure 3
  • table 1
  • table 2
Is this relevant?
2010
2010
Pre-processing for missing data: A hybrid approach to air pollution prediction in Macau
Recently, as an important issue in both urban and industrial areas due to the rapid development in economics, more and more… (More)
  • figure 2
  • figure 3
  • figure 4
  • table I
Is this relevant?
2009
2009
Preventing intimate partner violence: screening is not enough.
PHYSICAL, SEXUAL, AND PSYCHOLOGICAL ABUSE OF WOMen by their intimate partners is common around the world. In response to this… (More)
Is this relevant?
2007
2007
Safety and efficacy of adalimumab in treatment of patients with psoriatic arthritis who had failed disease modifying antirheumatic drug therapy.
OBJECTIVE To demonstrate the safety and efficacy of adalimumab for the treatment of active psoriatic arthritis (PsA) in patients… (More)
Is this relevant?
2007
2007
Impact of supported housing on clinical outcomes: analysis of a randomized trial using multiple imputation technique.
In 1992, the US Department of Housing and Urban Development (HUD) and the US Department of Veterans Affairs (VA) established the… (More)
Is this relevant?
2004
2004
Multiple imputation technique applied to appropriateness ratings in cataract surgery.
Missing data such as appropriateness ratings in clinical research are a common problem and this often yields a biased result… (More)
Is this relevant?
1999
1999
A mixed approach and a distribution-free multiple imputation technique for the estimation of a multivariate probit model with missing values.
In the present paper a mixed generalized estimating/pseudo-score equations (GEPSE) approach together with a distribution-free… (More)
Is this relevant?