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

Neural networks for pattern recognition

1994 • 19,343 citations

Multiple Imputation for Nonresponse in Surveys

1987 • 19,035 citations

Statistical Analysis With Missing Data

1989 • 18,117 citations

Bayesian Data Analysis

1995 • 14,293 citations

Inference and missing data

1976 • 8,904 citations

Sampling-Based Approaches to Calculating Marginal Densities

1990 • 6,498 citations

Analysis of Incomplete Multivariate Data

2000 • 5,828 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

Maximum likelihood estimation from incomplete data via the EM algorithm

1977 • 4,582 citations

The Calculation of Posterior Distributions by Data Augmentation

1987 • 3,679 citations

Making the Most of Statistical Analyses: Improving Interpretation and Presentation

2000 • 3,255 citations

AmeliaII: A Program for Missing Data

2011 • 2,278 citations

Markov Chain Monte Carlo Convergence Diagnostics: A Comparative Review

1996 • 1,943 citations

Prejudice and politics: Symbolic racism versus racial threats to the good life.

1981 • 1,782 citations

Modern racism, ambivalence, and the Modern Racism Scale.

1986 • 1,535 citations

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

1998 • 1,483 citations

Uninformed Votes: Information Effects in Presidential Elections

1996 • 1,308 citations

Regression with MissingX's: A Review

1992 • 997 citations

The Analysis of Social Science Data with Missing Values

1989 • 972 citations

A Monte Carlo Implementation of the EM Algorithm and the Poor Man's Data Augmentation Algorithms

1990 • 946 citations

Posterior Predictive $p$-Values

1994 • 756 citations

Ideology and the Theory of Political Choice

1994 • 753 citations

Multiple-Imputation Inferences with Uncongenial Sources of Input

1994 • 746 citations

Models for Sample Selection Bias

1992 • 741 citations

Multiple Imputation for Interval Estimation from Simple Random Samples with Ignorable Nonresponse

1986 • 708 citations

Tools for Statistical Inference: Methods for the Exploration of Posterior Distributions and Likelihood Functions

1997 • 641 citations

Markov Chain Monte Carlo in Practice: A Roundtable Discussion

1998 • 603 citations

Covariance structure of the Gibbs sampler with applications to the comparisons of estimators and augmentation schemes

1994 • 542 citations

A course in econometrics

1991 • 537 citations

A MISSING INFORMATION PRINCIPLE: THEORY AND APPLICATIONS

1972 • 457 citations

The Statistical Analysis of Quasi-Experiments.

1988 • 416 citations

A Unified Model of Cabinet Dissolution in Parliamentary Democracies

1990 • 379 citations

Partisan Cues and the Media: Information Flows in the 1992 Presidential Election

1998 • 375 citations

Formalizing Subjective Notions about the Effect of Nonrespondents in Sample Surveys

1977 • 362 citations

Structure, Behavior, and Voter Turnout in the United States

1998 • 340 citations

Performing likelihood ratio tests with multiply-imputed data sets

1992 • 320 citations

The phantom respondents: opinion surveys and political representation

1993 • 288 citations

Inference for imputation estimators

2000 • 284 citations

A Statistical Model for Multiparty Electoral Data

1999 • 274 citations

Estimation and Inference via Bayesian Simulation: An Introduction to Markov Chain Monte Carlo

2000 • 263 citations

The Continuing American Dilemma: White Resistance to Racial Change 40 Years After Myrdal

1986 • 255 citations

Democratizing Mexico: public opinion and electoral choices

1996 • 253 citations

How Russia votes

1997 • 244 citations

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

1999 • 232 citations

Are Americans Ambivalent Towards Racial Policies?

1997 • 211 citations

The Emergence of Mass Partisanship in Russia, 1993-1996

2001 • 201 citations

Theory Testing in a World of Constrained Research Design

1990 • 192 citations

Multiple Imputation of Industry and Occupation Codes in Census Public-use Samples Using Bayesian Logistic Regression

1991 • 185 citations

Large-sample theory for parametric multiple imputation procedures

1998 • 175 citations

A Split Questionnaire Survey Design

1995 • 170 citations

Transitional citizens: voters and what influences them in the new Russia

2000 • 148 citations

Inference from Grouped Continuous Data: A Review

1989 • 131 citations

Not Asked and Not Answered: Multiple Imputation for Multiple Surveys

1998 • 130 citations

Missing Data: A Review of the Literature

1983 • 120 citations

Comment

1987 • 115 citations

Imputation using markov chains

1988 • 115 citations

Asymptotic Results for Multiple Imputation

1988 • 112 citations

Estimation across Data Sets: Two-Stage Auxiliary Instrumental Variables Estimation (2SAIV)

1989 • 72 citations

The Advent of Multipartism in Russia, 1993-95

1995 • 50 citations

Support for Democracy and Political Opposition in Russia, 1993-1995

1996 • 30 citations

Tests of Certain Types of Ignorable Nonresponse in Surveys Subject to Item Nonresponse or Attrition

2000 • 28 citations

Multiple Imputations for LInear Regression Models

1991 • 13 citations

Interstate Competition and State Strategies to Deregulate Interstate Banking 1982-1988

1992 • 13 citations

Leader Popularity and Party Development in Post-Soviet Russia,

1998 • 8 citations