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Abstract

References (118)

Maximum Likelihood from Incomplete Data Via the EM Algorithm

1977 • 46,601 citations

Generalized Linear Models

2005 • 21,170 citations

Multiple Imputation for Nonresponse in Surveys

1987 • 19,035 citations

Statistical Analysis With Missing Data

1989 • 18,117 citations

Generalized Linear Models

1989 • 15,385 citations

Bayesian Data Analysis

1995 • 14,293 citations

SAS System for Mixed Models

1996 • 10,609 citations

EQS : structural equations program manual

1989 • 9,906 citations

Philosophical transactions of the Royal Society of London. B

1886 • 9,893 citations

Inference and missing data

1976 • 8,904 citations

Random-Effects Models for Longitudinal Data

1982 • 8,551 citations

Finite Mixture Models

2000 • 7,725 citations

Analysis of Incomplete Multivariate Data

2000 • 5,828 citations

Analysis of Incomplete Multivariate Data

1997 • 5,730 citations

Finite Mixture Models

2000 • 5,595 citations

BMDP Statistical Software 1981.

1984 • 5,347 citations

The EM Algorithm and Extensions

1998 • 5,193 citations

The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models

1976 • 5,019 citations

Models for Longitudinal Data: A Generalized Estimating Equation Approach

1988 • 4,384 citations

Linear Mixed Models for Longitudinal Data

1997 • 3,557 citations

Multiple imputation: a primer

1999 • 3,387 citations

Statistical Analysis of Finite Mixture Distributions.

1987 • 2,991 citations

Bayesian Data Analysis

1995 • 2,837 citations

Theoretical Statistics

1974 • 2,786 citations

Multiple Imputation After 18+ Years

1996 • 2,762 citations

BMPD statistical software manual

1988 • 2,605 citations

Generalized Linear Models

2003 • 2,564 citations

Estimation of Regression Coefficients When Some Regressors are not Always Observed

1994 • 2,396 citations

A comparison of inclusive and restrictive strategies in modern missing data procedures.

2001 • 2,166 citations

IX. On the problem of the most efficient tests of statistical hypotheses

1933 • 2,078 citations

Corrections to test statistics and standard errors in covariance structure analysis.

1994 • 2,042 citations

Statistical Analysis of Finite Mixture Distributions.

1986 • 2,020 citations

Statistical Analysis With Missing Data

1988 • 2,007 citations

Statistical Strategies for Small Sample Research

1999 • 1,831 citations

Analyzing Incomplete Political Science Data: An Alternative Algorithm for Multiple Imputation

2001 • 1,826 citations

5. Three Likelihood-Based Methods for Mean and Covariance Structure Analysis with Nonnormal Missing Data

2000 • 1,530 citations

Multiple Imputation for Multivariate Missing-Data Problems: A Data Analyst's Perspective

1998 • 1,483 citations

Tobit models: A survey

1984 • 1,482 citations

Latent curve analysis

1990 • 1,423 citations

Informative Drop-Out in Longitudinal Data Analysis

1994 • 1,419 citations

Modeling the Drop-Out Mechanism in Repeated-Measures Studies

1995 • 1,370 citations

Unbalanced Repeated-Measures Models with Structured Covariance Matrices

1986 • 1,343 citations

Latent Variables Analysis: Applications for Developmental Research.

1995 • 1,309 citations

Longitudinal Research in the Study of Behavior and Development

1979 • 1,018 citations

Outline of a Theory of Statistical Estimation Based on the Classical Theory of Probability

1937 • 983 citations

Pattern-Mixture Models for Multivariate Incomplete Data

1993 • 928 citations

Probability and statistical inference

2008 • 913 citations

New methods for the analysis of change.

2001 • 886 citations

Inference and Missing Data

1976 • 879 citations

The impact of nonnormality on full information maximum-likelihood estimation for structural equation models with missing data.

2001 • 869 citations

Multiple imputation: a primer

1999 • 857 citations

Newton—Raphson and EM Algorithms for Linear Mixed-Effects Models for Repeated-Measures Data

1988 • 845 citations

On structural equation modeling with data that are not missing completely at random

1987 • 844 citations

Application of random-effects pattern-mixture models for missing data in longitudinal studies.

1997 • 843 citations

Semiparametric Efficiency in Multivariate Regression Models with Missing Data

1995 • 839 citations

Linear Mixed Models for Longitudinal Data

2000 • 786 citations

Multiple Imputation for Missing Data

2000 • 786 citations

Multiple-Imputation Inferences with Uncongenial Sources of Input

1994 • 746 citations

Multiple Imputation in Practice

2001 • 596 citations

Ignorability and Coarse Data

1991 • 581 citations

The use of multiple imputation for the analysis of missing data.

2001 • 498 citations

Maximum Likelihood Estimates for a Multivariate Normal Distribution when some Observations are Missing

1957 • 494 citations

Multiple Imputation for Missing Data: Concepts and New Development

2000 • 475 citations

The science of prevention: Methodological advances from alcohol and substance abuse research.

1997 • 468 citations

Sociological Methodology 1986.

1988 • 457 citations

Semiparametric Regression for Repeated Outcomes with Nonignorable Nonresponse

1998 • 427 citations

Research methods in psychology

2013 • 397 citations

A class of pattern-mixture models for normal incomplete data

1994 • 384 citations

Maximizing the Usefulness of Data Obtained with Planned Missing Value Patterns: An Application of Maximum Likelihood Procedures

1996 • 370 citations

Sociological Methodology, 1987.

1989 • 367 citations

Estimation of Regression Coefficients When Some Regressors Are Not Always Observed

1994 • 361 citations

Informative dropout in longitudinal data analysis (with discussion)

1994 • 350 citations

Incomplete Data in Sample Surveys.

1985 • 337 citations

Computational Strategies for Multivariate Linear Mixed-Effects Models With Missing Values

2002 • 333 citations

'EM: A general program for the analysis of categorical data 1

1997 • 311 citations

Incomplete Data in Generalized Linear Models

1990 • 307 citations

A multiple imputation strategy for clinical trials with truncation of patient data

1995 • 287 citations

Latent Structure Analysis of a Set of Multidimensional Contingency Tables

1984 • 281 citations

Analysis with missing data in prevention research.

1997 • 271 citations

Modeling the Drop-Out Mechanism in Repeated-Measures Studies

1995 • 263 citations

Estimation of Linear Models with Incomplete Data

1987 • 261 citations

On the performance of multiple imputation for multivariate data with small sample size

1999 • 232 citations

Modeling incomplete longitudinal and cross-sectional data using latent growth structural models.

1991 • 223 citations

Flexible mutlivariate imputation by MICE

1999 • 216 citations

Selection models for repeated measurements with non-random dropout: an illustration of sensitivity

1998 • 209 citations

Multiple Imputation in Multivariate Research

2000 • 208 citations

Pattern-Mixture Models for Multivariate Incomplete Data

1993 • 207 citations

Evaluating interventions with differential attrition: The importance of nonresponse mechanisms and use of follow-up data.

1993 • 197 citations

MODEL‐BASED APPROACHES TO ANALYSING INCOMPLETE LONGITUDINAL AND FAILURE TIME DATA

1997 • 187 citations

Likelihood based frequentist inference when data are missing at random

1998 • 187 citations

COMPUTER SOFTWARE

1992 • 155 citations

Efficacy of the indirect approach for estimating structural equation models with missing data: A comparison of five methods

1994 • 148 citations

Multiple Imputation in Mixture Models for Nonignorable Nonresponse with Follow-ups

1993 • 136 citations

Maximum likelihood analysis of generalized linear models with missing covariates

1999 • 131 citations

Imputation of the 1989 Survey of Consumer Finances: Stochastic Relaxation and Multiple Imputation

1997 • 114 citations

Modeling Incomplete Longitudinal Substance Use Data Using Latent Variable Growth Curve Methodology

1994 • 113 citations

Semiparametric Efficiency in Multivariate Regression Models with Missing Data

1995 • 112 citations

Multiple imputation with PAN.

2001 • 111 citations

Planned missing-data designs in analysis of change.

2001 • 111 citations

Development, Implementation and Evaluation of Multiple Imputation Strategies for the Statistical Analysis of Incomplete Data Sets

1999 • 100 citations

Inference with Imputed Conditional Means

2000 • 88 citations

Semiparametric Regression for Repeated Outcomes with Nonignorable Nonresponse

1998 • 68 citations

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

2000 • 68 citations

Estimating equations with incomplete categorical covariates in the Cox model.

1998 • 62 citations

Incomplete Data in Generalized Linear Models

1990 • 59 citations

Log-Linear Analysis of Censored Survival Data with Partially Observed Covariates

1989 • 58 citations

Estimating Equations with Incomplete Categorical Covariates in the Cox Model

1998 • 56 citations

Using the EM-algorithm for survival data with incomplete categorical covariates

1996 • 47 citations

Latent Structure Analysis of a Set of Multidimensional Contingency Tables

1984 • 47 citations

More on EM for ML factor analysis

1983 • 34 citations

Maximum likelihood analysis of generalized linear models with missing covariates

1999 • 32 citations

A Class of Pattern-Mixture Models for Normal Incomplete Data

1994 • 31 citations

Multiple Imputation in Mixture Models for Nonignorable Nonresponse With Follow-ups

1993 • 30 citations

Probability and Statistical Inference

1998 • 28 citations

Inference with Imputed Conditional Means

2000 • 25 citations

Discussion to Diggle, P. J. and Kenward, M. G. : Informative drop-out in longitudinal data analysis

1994 • 25 citations

Log-Linear Analysis of Censored Survival Data with Partially Observed Covariates

1989 • 12 citations

Deleted Work

1955 • 0 citations

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