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Multiple Imputation and Posterior Simulation for Multivariate Missing Data in Longitudinal Studies

Data up to Jan 2025

Published2000
Citations68
References23

Total Citations Per Year

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

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