Multiple Imputation A Primer.Statistical Methods In Medical Research

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Multiple imputation: a primer - PubMed

https://pubmed.ncbi.nlm.nih.gov/10347857/

In recent years, multiple imputation has emerged as a convenient and flexible paradigm for analysing data with missing values. Essential features of multiple imputation are …

Multiple imputation: a primer: , Statistical Methods in …

https://www.deepdyve.com/lp/sage/multiple-imputation-a-primer-HyqW7VrzoU

Multiple imputation: a primer: , Statistical Methods in Medical Research | 10.1177/096228029900800102 | DeepDyve Learn More → Multiple imputation: a …

Multiple imputation: a primer - Joseph L Schafer, 1999

https://journals.sagepub.com/doi/10.1177/096228029900800102

In recent years, multiple imputation has emerged as a convenient and flexible paradigm for analysing data with missing values. Essential features of multiple …

Multiple imputation: a primer | Semantic Scholar

https://www.semanticscholar.org/paper/Multiple-imputation%3A-a-primer-Schafer/32b75e067377131b88358e82d1894ebeb5aa4e94

Statistical Methods in Medical Research In recent years, multiple imputation has emerged as a convenient and flexible paradigm for analysing data with …

When and how should multiple imputation be used for …

https://bmcmedresmethodol.biomedcentral.com/articles/10.1186/s12874-017-0442-1

Multiple imputation is a simulation-based statistical technique for handling missing data [ 7 ]. Multiple imputation consists of three steps: 1. Imputation step. An …

The use and reporting of multiple imputation in medical …

https://pubmed.ncbi.nlm.nih.gov/20831627/

Abstract Background: Multiple imputation (MI) is an advanced, principled method of dealing with missing data in statistical analyses, a common problem in medical …

Should multiple imputation be stratified by exposure …

https://bmcmedresmethodol.biomedcentral.com/articles/10.1186/s12874-023-01843-6

Background Despite recent advances in causal inference methods, outcome regression remains the most widely used approach for estimating causal effects in …

Missing Data in Clinical Research: A …

https://www.researchgate.net/publication/347304170_Missing_Data_in_Clinical_Research_A_Tutorial_on_Multiple_Imputation

Multiple imputation (MI) is a popular approach for addressing the presence of missing data. With MI, multiple plausible values of a given variable are …

Multiple imputation: a primer

http://sage.cnpereading.com/paragraph/download/?doi=10.1177/096228029900800102

Multiple imputation: a primer Statistical Methods in Medical Research Multiple imputation: a primer Joseph L Schafer Published February 01, 1999 You do not have …

Schafer SMMR 1999 MI primer | PDF | Bayesian …

https://www.scribd.com/document/624358291/Schafer-SMMR-1999-MI-primer

fStatistical Methods in Medical Research 1999; 8: 3±15 Multiple imputation: a primer Joseph L Schafer Department of Statistics, The Pennsylvania State University, …

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