Maximum Likelihood Estimation of Two-Level Latent Variable Models with Mixed Continuous and Polytomous Data

Maximum Likelihood from Incomplete Data Via the EM Algorithm

1977 • 46,601 citations

Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images

1984 • 17,865 citations

EQS : structural equations program manual

1989 • 9,906 citations

Testing Structural Equation Models.

1995 • 8,419 citations

Lisrel 8: Structural Equation Modeling With the Simplis Command Language

1993 • 7,477 citations

Finding the Observed Information Matrix When Using the EM Algorithm

1982 • 2,055 citations

A general structural equation model with dichotomous, ordered categorical, and continuous latent variable indicators

1984 • 1,924 citations

Factor Analysis as a Statistical Method.

1972 • 1,480 citations

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

1990 • 946 citations

Multilevel mixed linear model analysis using iterative generalized least squares

1986 • 777 citations

Latent variable models

1987 • 634 citations

Maximizing Generalized Linear Mixed Model Likelihoods With an Automated Monte Carlo EM Algorithm

1999 • 557 citations

Statistical modelling issues in school effectiveness studies.

1986 • 548 citations

Simulation of truncated normal variables

1995 • 492 citations

Latent Variable Models for Mixed Discrete and Continuous Outcomes

1997 • 316 citations

Factor Analysis as a Statistical Method. 2nd ed.

1972 • 288 citations

A two‐stage estimation of structural equation models with continuous and polytomous variables

1995 • 247 citations

Bivariate Latent Variable Models for Clustered Discrete and Continuous Outcomes

1992 • 238 citations

Fitting Full-Information Item Factor Models and an Empirical Investigation of Bridge Sampling

1996 • 146 citations

Balanced versus unbalanced designs for linear structural relations in two‐level data

1989 • 138 citations

Robustness of statistical inference in factor analysis and related models

1987 • 121 citations

Factor analysis for clustered observations

1992 • 120 citations

Latent Variable Models with Mixed Continuous and Polytomous Data

2000 • 110 citations

EM and beyond

1991 • 93 citations

Bayesian sampling‐based approach for factor analysis models with continuous and polytomous data

1998 • 92 citations

Latent Variable Models with Fixed Effects

1996 • 87 citations

Multilevel analysis of structural equation models

1990 • 74 citations

The effects of establishment practices, knowledge and attitudes on condom use among Filipina sex workers

1998 • 73 citations

Latent Variable Models for Teratogenesis Using Multiple Binary Outcomes

1997 • 60 citations

ANALYSIS OF TWO-LEVEL STRUCTURAL EQUATION MODELS VIA EM TYPE ALGORITHMS

1998 • 48 citations

An estimating equations approach for the LISCOMP model

1998 • 38 citations