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A Hot‐Deck Multiple Imputation Procedure for Gaps in Longitudinal Recurrent Event Histories

CN Wang, R Little, B Nan… - Biometrics, 2011 - Wiley Online Library
Summary. We propose a regression-based hot-deck multiple imputation method for gaps of missing
data in longitudinal studies, where subjects experience a recurrent event process and a terminal
event. Examples are repeated asthma episodes and death, or menstrual periods and ...
Related articles - All 2 versions

Multiple imputation of missing dual‐energy X‐ray absorptiometry data in the National Health and Nutrition Examination Survey

N Schenker, LG Borrud, VL Burt… - Statistics in …, 2011 - Wiley Online Library
... To make this assumption more tenable, transformations were used for the DXA variables in
the imputation procedure. After multiple imputations were created on the transformed scales,
the imputed values were back-transformed to their original scales. ...
Cited by 3 - Related articles - All 4 versions

Multiple imputation strategies for multiple group structural equation models

CK Enders… - Structural Equation Modeling, 2011 - Taylor & Francis
... Under an MAR mechanism, any single data set from a multiple imputation procedure yields
unbiased estimates of the population parameters (Schafer, 199727. Schafer, JL 1997.
Analysis of incomplete multivariate data. London: Chapman & Hall.. ...
Cited by 1 - Related articles - All 2 versions

Identity importance and the overreporting of religious service attendance: Multiple imputation of religious attendance using the American Time Use Study and the …

PS Brenner - Journal for the Scientific Study of Religion, 2011 - Wiley Online Library
... A time diary measure of attendance (from the American Time Use Study 2003–2008) is imputed
for conventional survey data (from the General Social Survey 2002–2008) using the multiple
imputation for multiple studies procedure (Gelman, King, and Liu 1998a). ...
Cited by 3 - Related articles - All 3 versions

Multiple imputation using chained equations: Issues and guidance for practice

IR White, P Royston… - Statistics in medicine, 2011 - Wiley Online Library
... of imputation model are discussed in Section 2. Methods for multiple incomplete variables are ...
regression parameters and their corresponding covariance matrix from fitting the imputation model. ...
This process is known as proper imputation because it incorporates all sources of ...
Cited by 4 - Related articles - All 3 versions

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