MISSING DATA: A CONCEPTUAL REVIEW FOR APPLIED PSYCHOLOGISTS

Maximum likelihood estimation from incomplete data via the EM algorithm

1977 • 4,582 citations

Statistical Analysis with Missing Data.

1988 • 2,396 citations

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

1987 • 844 citations

Missing data in longitudinal studies

1988 • 713 citations

A Method of Estimation of Missing Values in Multivariate Data Suitable for Use with an Electronic Computer

1960 • 400 citations

Individual differences in output variability as a function of job complexity.

1990 • 345 citations

Incomplete Data in Sample Surveys.

1985 • 337 citations

Missing Values in Multivariate Analysis

1975 • 332 citations

The Treatment of Missing Data in Multivariate Analysis

1977 • 286 citations

Statistical power in criterion-related validation studies.

1976 • 210 citations

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

1993 • 197 citations

Extensions of estimation methods using the EM algorithm

1991 • 187 citations

A Comparison of Methods for Treating Incomplete Data in Selection Research

1987 • 167 citations

The Relative Effectiveness of Procedures Commonly Used in Multiple Regression Analysis for Dealing with Missing Values

1982 • 128 citations

A proposal for handling missing data

1975 • 122 citations

Missing Data in Evaluation Research

1986 • 114 citations

Protecting Against Nonrandomly Missing Data in Longitudinal Studies

1990 • 94 citations

Analyzing Marketing Research Data with Incomplete Information on the Dependent Variable

1987 • 85 citations

Some simple procedures for handling missing data in multivariate analysis

1976 • 80 citations

Asymptotic comparison of missing data procedures for estimating factor loadings

1983 • 71 citations

Missing Observations in Multivariate Statistics III: Large Sample Analysis of Simple Linear Regression

1969 • 66 citations

The Treatment of Missing Values in Discriminant Analysis—I. The Sampling Experiment

1972 • 59 citations

Alternative Approaches to Missing Values in Discriminant Analysis

1976 • 53 citations

Analyzing Marketing Research Data with Incomplete Information on the Dependent Variable

1987 • 53 citations

The Relative Effectiveness of Procedures Commonly Used in Multiple Regression Analysis for Dealing with Missing Values

1982 • 45 citations

Data Fusion: An Appraisal and Experimental Evaluation

1997 • 39 citations

Maximum Likelihood Inference for Multiple Regression with Missing Values: A Simulation Study

1979 • 37 citations

Considerations and Techniques for the Analysis of NAEP Data

1989 • 36 citations

Computing for incomplete repeated measures.

1987 • 36 citations

Computing for Incomplete Repeated Measures

1987 • 35 citations

Estimation of parameters and missing values under a regression model with non‐normally distributed and non‐randomly incomplete data

1989 • 28 citations

Source of bias in prenatal care utilization indices: implications for evaluating the Medicaid expansion.

1991 • 27 citations

A two-stage imputation procedure for item nonresponse in surveys

1991 • 25 citations

A Note on Handling Missing Data

1978 • 25 citations

AN ALTERNATING LEAST‐SQUARES PROCEDURE FOR ESTIMATING MISSING PREFERENCE DATA IN PRODUCT‐CONCEPT TESTING*

1986 • 25 citations

The Treatment of Missing Values in Discriminant Analysis-1. The Sampling Experiment

1972 • 22 citations

Missing value problems in multiple linear regression with two independent variables

1982 • 19 citations

Strategies for the Analysis of Imputed Data From a Sample Survey

1987 • 19 citations

Considerations and Techniques for the Analysis of NAEP Data

1989 • 18 citations

Missing Observations in Multivariate Statistics. III: Large Sample Analysis of Simple Linear Regression

1969 • 17 citations

Analysis of multivariate polychoric correlation models with incomplete data

1990 • 15 citations

Hierarchical time-oriented approaches to missing data inference

1988 • 14 citations

Forecasting non‐seasonal time series with missing observations

1989 • 13 citations

[Missing-Data Adjustments in Large Surveys]: Comment

1988 • 13 citations

Diagnostic Testing in Missing Data Models

1983 • 9 citations

Smoking Cessation Studies: A Methodological Comparison

1988 • 6 citations

Regression estimation of missing data

1982 • 4 citations

Deleted Work

1955 • 0 citations