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Imputation methods for handling item‐nonresponse in practice: methodological issues and recent debates

https://doi.org/10.1080/13645570802394003
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/9780470316696openalex-snapshot
Multiple Imputation for Nonresponse in Surveys
inferredcites →https://doi.org/10.1002/9781119013563openalex-snapshot
Statistical Analysis with Missing Data
inferredcites →https://doi.org/10.1016/0167-9473(95)00057-7openalex-snapshot
Partially parametric techniques for multiple imputation
inferredcites →https://doi.org/10.1016/s0378-3758(01)00185-9openalex-snapshot
Jackknife variance estimation for multivariate statistics under hot-deck imputation from common donors
inferredcites →https://doi.org/10.1037/1082-989x.6.4.317openalex-snapshot
The use of multiple imputation for the analysis of missing data.
inferredcites →https://doi.org/10.1037/1082-989x.7.2.147openalex-snapshot
Missing data: Our view of the state of the art.
inferredcites →https://doi.org/10.1080/01621459.1986.10478280openalex-snapshot
Multiple Imputation for Interval Estimation From Simple Random Samples With Ignorable Nonresponse
inferredcites →https://doi.org/10.1080/01621459.1996.10476908openalex-snapshot
Multiple Imputation After 18+ Years
inferredcites →https://doi.org/10.1080/01621459.1996.10476909openalex-snapshot
Alternative Paradigms for the Analysis of Imputed Survey Data
inferredcites →https://doi.org/10.1080/01621459.1996.10476910openalex-snapshot
On Variance Estimation With Imputed Survey Data
inferredcites →https://doi.org/10.1080/07350015.1988.10509663openalex-snapshot
Missing-Data Adjustments in Large Surveys
inferredcites →https://doi.org/10.1093/biomet/91.3.559openalex-snapshot
Fractional hot deck imputation
inferredcites →https://doi.org/10.1111/1467-9868.00113openalex-snapshot
A Semiparametric Method of Multiple Imputation
inferredcites →https://doi.org/10.1111/j.1467-985x.2006.00398.xopenalex-snapshot
Using Data Augmentation to Correct for Non-Ignorable Non-Response When Surrogate Data are Available: An Application to the Distribution of Hourly Pay
inferredcites →https://doi.org/10.1111/j.1751-5823.1998.tb00412.xopenalex-snapshot
Imputation: Methods, Simulation Experiments and Practical Examples
inferredcites →https://doi.org/10.1111/j.1751-5823.2003.tb00213.xopenalex-snapshot
Multiple Imputation: Theory and Method
inferredcites →https://doi.org/10.1111/j.1751-5823.2003.tb00214.xopenalex-snapshot
Proper and Improper Multiple Imputation
inferredcites →https://doi.org/10.1177/0049124100028003003openalex-snapshot
Multiple Imputation for Missing Data
inferredcites →https://doi.org/10.1177/0049124189018002004openalex-snapshot
The Analysis of Social Science Data with Missing Values
inferredcites →https://doi.org/10.1177/096228029900800102openalex-snapshot
Multiple imputation: a primer
inferredcites →https://doi.org/10.1198/016214504000001844openalex-snapshot
Missing-Data Methods for Generalized Linear Models
inferredcites →https://doi.org/10.1201/9781439821862openalex-snapshot
Analysis of Incomplete Multivariate Data
inferredcites →https://doi.org/10.1207/s15327906mbr3304_5openalex-snapshot
Multiple Imputation for Multivariate Missing-Data Problems: A Data Analyst's Perspective
inferredcites →https://doi.org/10.2307/1271466openalex-snapshot
Analysis of Incomplete Multivariate Data
inferredcites →https://doi.org/10.2307/2074471openalex-snapshot
Nonsampling Error in Surveys.
inferredcites →https://doi.org/10.2307/2289883openalex-snapshot
Statistical Analysis With Missing Data
inferredcites →https://doi.org/10.2307/2291300openalex-snapshot
Nonsampling Error in Surveys.
inferredcites →https://doi.org/10.2307/2347902openalex-snapshot
Multiple Imputation for the Fatal Accident Reporting System

What points at this work

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When data are not missing at random: implications for measuring health conditions in the Behavioral Risk Factor Surveillance System
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The Effect of Threat of Post-Survey Consequences and Cognitive Effort on Item Nonresponse in Social Surveys: Evidence from the Arab Barometer
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