Multiple Imputation and Posterior Simulation for Multivariate Missing Data in Longitudinal Studies
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Abstract
References (23)
Multiple Imputation for Nonresponse in Surveys
1987 • 19,035 citations
Inference from Iterative Simulation Using Multiple Sequences
1992 • 14,856 citations
Inference and missing data
1976 • 8,904 citations
Random-Effects Models for Longitudinal Data
1982 • 8,551 citations
Analysis of Incomplete Multivariate Data
2000 • 5,828 citations
Analysis of Incomplete Multivariate Data
1997 • 5,730 citations
Multiple Imputation After 18+ Years
1996 • 2,762 citations
Multiple Imputation after 18+ Years
1996 • 2,574 citations
Estimation of Regression Coefficients When Some Regressors are not Always Observed
1994 • 2,396 citations
Analysis of Semiparametric Regression Models for Repeated Outcomes in the Presence of Missing Data
1995 • 1,425 citations
Unbalanced Repeated-Measures Models with Structured Covariance Matrices
1986 • 1,343 citations
Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models
1999 • 944 citations
Multiple-Imputation Inferences with Uncongenial Sources of Input
1994 • 746 citations
Intent-to-Treat Analysis for Longitudinal Studies with Drop-Outs
1996 • 371 citations
Partially parametric techniques for multiple imputation
1996 • 323 citations
TOWARD A CURSE OF DIMENSIONALITY APPROPRIATE (CODA) ASYMPTOTIC THEORY FOR SEMI‐PARAMETRIC MODELS
1997 • 288 citations
TOWARD A CURSE OF DIMENSIONALITY APPROPRIATE (CODA) ASYMPTOTIC THEORY FOR SEMI-PARAMETRIC MODELS
1997 • 253 citations
Alternative Methods for CPS Income Imputation
1986 • 134 citations
A Weighted Estimating Equation for Missing Covariate Data with Properties Similar to Maximum Likelihood
1999 • 107 citations
Multiple Imputation and Posterior Simulation for Multivariate Missing Data in Longitudinal Studies
2000 • 68 citations
Inference for the Association between Coefficients in a Multivariate Growth Curve Model
1995 • 31 citations
Autonomic, electroencephalographic, and myogenic activity accompanying startle and its habituation during mid‐childhood
1996 • 23 citations
Estimating correlation between alternative measures of disease progression in a longitudinal study
1990 • 20 citations