相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。Missing Data in Clinical Research: A Tutorial on Multiple Imputation
Peter C. Austin et al.
CANADIAN JOURNAL OF CARDIOLOGY (2021)
Framework for the treatment and reporting of missing data in observational studies: The Treatment And Reporting of Missing data in Observational Studies framework
Katherine J. Lee et al.
JOURNAL OF CLINICAL EPIDEMIOLOGY (2021)
A multiple imputation-based sensitivity analysis approach for data subject to missing not at random
Chiu-Hsieh Hsu et al.
STATISTICS IN MEDICINE (2020)
Combining multiple imputation and bootstrap in the analysis of cost-effectiveness trial data
Jaap Brand et al.
STATISTICS IN MEDICINE (2019)
Effect of Variable Selection Strategy on the Performance of Prognostic Models When Using Multiple Imputation
Peter C. Austin et al.
CIRCULATION-CARDIOVASCULAR QUALITY AND OUTCOMES (2019)
Passive imputation and parcel summaries are both valid to handle missing items in studies with many multi-item scales
Iris Eekhout et al.
STATISTICAL METHODS IN MEDICAL RESEARCH (2018)
Multiple imputation by chained equations for systematically and sporadically missing multilevel data
Matthieu Resche-Rigon et al.
STATISTICAL METHODS IN MEDICAL RESEARCH (2018)
Assessment of predictive performance in incomplete data by combining internal validation and multiple imputation
Simone Wahl et al.
BMC MEDICAL RESEARCH METHODOLOGY (2016)
Imputation of systematically missing predictors in an individual participant data meta-analysis: a generalized approach using MICE
Shahab Jolani et al.
STATISTICS IN MEDICINE (2015)
Missing data in a multi-item instrument were best handled by multiple imputation at the item score level
Iris Eekhout et al.
JOURNAL OF CLINICAL EPIDEMIOLOGY (2014)
Multiple imputation of missing values was not necessary before performing a longitudinal mixed-model analysis
Jos Twisk et al.
JOURNAL OF CLINICAL EPIDEMIOLOGY (2013)
Dealing With Missing Outcome Data in Randomized Trials and Observational Studies
Rolf H. H. Groenwold et al.
AMERICAN JOURNAL OF EPIDEMIOLOGY (2012)
Practical considerations for sensitivity analysis after multiple imputation applied to epidemiological studies with incomplete data
Vanina Heraud-Bousquet et al.
BMC MEDICAL RESEARCH METHODOLOGY (2012)
Missing Data A Systematic Review of How They Are Reported and Handled
Iris Eekhout et al.
EPIDEMIOLOGY (2012)
The Prevention and Treatment of Missing Data in Clinical Trials
Roderick J. Little et al.
NEW ENGLAND JOURNAL OF MEDICINE (2012)
Multiple imputation using chained equations: Issues and guidance for practice
Ian R. White et al.
STATISTICS IN MEDICINE (2011)
Multiple Imputation for Missing Data: Fully Conditional Specification Versus Multivariate Normal Imputation
Katherine J. Lee et al.
AMERICAN JOURNAL OF EPIDEMIOLOGY (2010)
Combining estimates of interest in prognostic modelling studies after multiple imputation: current practice and guidelines
Andrea Marshall et al.
BMC MEDICAL RESEARCH METHODOLOGY (2009)
Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls
Jonathan A. C. Sterne et al.
BMJ-BRITISH MEDICAL JOURNAL (2009)
Using the outcome for imputation of missing predictor values was preferred
Karel G. M. Moons et al.
JOURNAL OF CLINICAL EPIDEMIOLOGY (2006)
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