An alternative two stage least squares \((2SLS)\) estimator for latent variable equations

DOI10.1007/BF02296961zbMath0875.62369OpenAlexW2026738983MaRDI QIDQ676532

Kenneth A. Bollen

Publication date: 14 May 1997

Published in: Psychometrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/bf02296961

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Applications of statistics to social sciences (62P25) Linear inference, regression (62J99)

Related Items (21)

Estimating structural equation models using James-Stein type shrinkage estimators ⋮ Nonlinear structural equation modeling: is partial least squares an alternative? ⋮ Instrumental variable estimation of factor models with possibly many variables ⋮ Improving parameter tests in covariance structure analysis ⋮ Instrumental variables in structural equation modelling: an application on the impact of labour factors on health and standard of livings ⋮ A comparative evaluation of factor‐ and component‐based structural equation modelling approaches under (in)correct construct representations ⋮ Predicting latent class scores for subsequent analysis ⋮ Model-implied instrumental variable-generalized method of moments (MIIV-GMM) estimators for latent variable models ⋮ An instrumental variable estimator for mixed indicators: analytic derivatives and alternative parameterizations ⋮ Consistent partial least squares for nonlinear structural equation models ⋮ A Comparative Study of Pairwise Learning Methods Based on Kernel Ridge Regression ⋮ Maximum likelihood estimation of latent interaction effects with the LMS method ⋮ Bayesian estimation and testing of structural equation models ⋮ Linear latent variable models: the lava-package ⋮ Unnamed Item ⋮ A polychoric instrumental variable (PIV) estimator for structural equation models with categorical variables ⋮ Isotone additive latent variable models ⋮ A unified model-implied instrumental variable approach for structural equation modeling with mixed variables ⋮ Two-step estimation of models between latent classes and external variables ⋮ High-stakes testing case study: a latent variable approach for assessing measurement and prediction invariance ⋮ Beyond the mean: a flexible framework for studying causal effects using linear models

Uses Software

• LISREL

Cites Work

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• Factor analysis by instrumental variables methods
• Instrumental variables in factor analysis
• On Finite Sample Distributions of Generalized Classical Linear Identifiability Test Statistics
• Asymptotically distribution‐free methods for the analysis of covariance structures
• Confluence Analysis by Means of Lag Moments and Other Methods of Confluence Analysis

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