A Comparison of Three Popular Methods for Handling Missing Data: Complete-Case Analysis, Inverse Probability Weighting, and Multiple Imputation,Sociological Methods & Research

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A Comparison of Three Popular Methods for Handling Missing Data: Complete-Case Analysis, Inverse Probability Weighting, and Multiple Imputation
Sociological Methods & Research ( IF 6.5 ) Pub Date : 2022-08-05 , DOI: 10.1177/00491241221113873
Roderick J. Little ₁ , James R. Carpenter _{2,

3} , Katherine J. Lee ₄

Affiliation

Missing data are a pervasive problem in data analysis. Three common methods for addressing the problem are (a) complete-case analysis, where only units that are complete on the variables in an anal...

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