Concept

Latent variable

OpenAlex ID: C51167844

A new criterion for assessing discriminant validity in variance-based structural equation modeling

2014 · Jörg Henseler, Christian M. Ringle, et al. · Journal of the Academy of Marketing Science · 37,916

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Principles and Practice of Structural Equation Modeling

1998 · Rex B. Kline · 36,040

Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models

2008 · Kristopher J. Preacher, Andrew F. Hayes · Behavior Research Methods · 33,927

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lavaan : An R Package for Structural Equation Modeling

2012 · Yves Rosseel · Journal of Statistical Software · 27,754

On the Evaluation of Structural Equation Models

1988 · Richard P. Bagozzi, Youjae Yi · Journal of the Academy of Marketing Science · 26,099

PLS-SEM: Indeed a Silver Bullet

2011 · Joe F. Hair, Christian M. Ringle, et al. · The Journal of Marketing Theory and Practice · 21,574

Structural equation modeling with AMOS: basic concepts, applications, and programming

2000 · Barbara M. Byrne · 17,968

Auto-Encoding Variational Bayes

2013 · Kingma, Diederik P, Welling, Max · UvA-DARE (University of Amsterdam) · 17,805

Structural Equations with Latent Variables

1989 · Kenneth A. Bollen · Wiley series in probability and statistics · 17,481

Structural Equations with Latent Variables.

1991 · Clifford C. Clogg, Kenneth A. Bollen · Contemporary Sociology A Journal of Reviews · 17,442

The Unity and Diversity of Executive Functions and Their Contributions to Complex “Frontal Lobe” Tasks: A Latent Variable Analysis

2000 · Akira Miyake, Naomi P. Friedman, et al. · Cognitive Psychology · 15,748

Latent Dirichlet Allocation

2002 · David M. Blei, Andrew Y. Ng, et al. · The MIT Press eBooks · 12,227

Collinearity: a review of methods to deal with it and a simulation study evaluating their performance

2012 · Carsten F. Dormann, Jane Elith, et al. · Ecography · 10,936

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DeepWalk

2014 · Bryan Perozzi, Rami Al-Rfou, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 10,109

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Object Detection with Discriminatively Trained Part-Based Models

2009 · P F Felzenszwalb, R B Girshick, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 9,799

A Rationale and Test for the Number of Factors in Factor Analysis

1965 · John L. Horn · Psychometrika · 8,773

Lisrel 8: Structural Equation Modeling With the Simplis Command Language

1993 · Karl G. Jöreskog, Dag Sörbom · Medical Entomology and Zoology · 7,691

A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects: Results from a Monte Carlo Simulation Study and an Electronic-Mail Emotion/Adoption Study

2003 · Wynne W. Chin, Barbara L. Marcolin, et al. · Information Systems Research · 6,469

The sva package for removing batch effects and other unwanted variation in high-throughput experiments

2012 · Jeffrey T. Leek, W. Evan Johnson, et al. · Bioinformatics · 6,191

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PLS-SEM or CB-SEM: updated guidelines on which method to use

2017 · Joe F. Hair Jr., Lucy M. Matthews, et al. · International Journal of Multivariate Data Analysis · 5,400

Training Products of Experts by Minimizing Contrastive Divergence

2002 · Geoffrey E. Hinton · Neural Computation · 4,874

MCMC Methods for Multi-Response Generalized Linear Mixed Models: The MCMCglmm R Package

2010 · Jarrod D. Hadfield · Journal of Statistical Software · 4,804

Methods for integrating moderation and mediation: A general analytical framework using moderated path analysis.

2007 · Jeffrey R. Edwards, Lisa Schurer Lambert · Psychological Methods · 4,696

Issues and opinion on structural equation modeling

1998 · Wynne W. Chin · Journal of the Association for Information Systems · 4,577

A Bayesian Method for the Induction of Probabilistic Networks from Data

1992 · Gregory F. Cooper, Edward Herskovits · Machine Learning · 4,206

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Works count: 41,600

Citation count: 1,191,000