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Original Articles

Model Specification Searches Using Ant Colony Optimization Algorithms

Pages 154-164 | Published online: 19 Nov 2009

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (18)

Daniel A. Sass & Michael A. Sanchez. (2023) A Variable Selection Algorithm for Creating Replicable Factor Structures. Multivariate Behavioral Research 58:1, pages 48-70.
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Zeyuan Jing, Huan Kuang, Walter L. Leite, Katerina M. Marcoulides & Charles L. Fisk. (2022) Model Specification Searches in Structural Equation Modeling with a Hybrid Ant Colony Optimization Algorithm. Structural Equation Modeling: A Multidisciplinary Journal 29:5, pages 655-666.
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Gyeongcheol Cho, Heungsun Hwang, Marko Sarstedt & Christian M. Ringle. (2022) A Prediction-Oriented Specification Search Algorithm for Generalized Structured Component Analysis. Structural Equation Modeling: A Multidisciplinary Journal 29:4, pages 611-619.
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Ke-Hai Yuan & Fang Liu. (2021) Which Method is More Reliable in Performing Model Modification: Lasso Regularization or Lagrange Multiplier Test?. Structural Equation Modeling: A Multidisciplinary Journal 28:1, pages 69-81.
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Juliana Gottschling, Jan Dörendahl, Tino Prell, Julia Karbach, Maxie Bunz, Ingrid Kindermann, Juliane Moussaoui, Frank M. Spinath, Sonja Wedegärtner, Otto W. Witte, Samuel Greiff & Daniel L. Segal. (2020) Measuring Anxiety in Older Adults: Development, Diagnostic Accuracy, and Preliminary Validation of a Short-Form of the German Geriatric Anxiety Scale (GAS-G-SF). Journal of Personality Assessment 102:2, pages 196-204.
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Florian Scharf & Steffen Nestler. (2019) Should Regularization Replace Simple Structure Rotation in Exploratory Factor Analysis?. Structural Equation Modeling: A Multidisciplinary Journal 26:4, pages 576-590.
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Katerina M. Marcoulides. (2018) Automated Latent Growth Curve Model Fitting: A Segmentation and Knot Selection Approach. Structural Equation Modeling: A Multidisciplinary Journal 25:5, pages 687-699.
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Katerina M. Marcoulides & Carl F. Falk. (2018) Model Specification Searches in Structural Equation Modeling with R. Structural Equation Modeling: A Multidisciplinary Journal 25:3, pages 484-491.
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Nicholas D. Myers, Soyeon Ahn, Min Lu, Seniz Celimli & Cengiz Zopluoglu. (2017) Reordering and Reflecting Factors for Simulation Studies With Exploratory Factor Analysis. Structural Equation Modeling: A Multidisciplinary Journal 24:1, pages 112-128.
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Ross Jacobucci, Kevin J. Grimm & John J. McArdle. (2016) Regularized Structural Equation Modeling. Structural Equation Modeling: A Multidisciplinary Journal 23:4, pages 555-566.
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David Kaplan & Chansoon Lee. (2016) Bayesian Model Averaging Over Directed Acyclic Graphs With Implications for the Predictive Performance of Structural Equation Models. Structural Equation Modeling: A Multidisciplinary Journal 23:3, pages 343-353.
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Mike W.-L. Cheung. (2010) Fixed-Effects Meta-Analyses as Multiple-Group Structural Equation Models. Structural Equation Modeling: A Multidisciplinary Journal 17:3, pages 481-509.
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Oi-Man Kwok, Wen Luo & StephenG. West. (2010) Using Modification Indexes to Detect Turning Points in Longitudinal Data: A Monte Carlo Study. Structural Equation Modeling: A Multidisciplinary Journal 17:2, pages 216-240.
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JamesL. Peugh & CraigK. Enders. (2010) Specification Searches in Multilevel Structural Equation Modeling: A Monte Carlo Investigation. Structural Equation Modeling: A Multidisciplinary Journal 17:1, pages 42-65.
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MikeW.L. Cheung & Wai Chan. (2009) A Two-Stage Approach to Synthesizing Covariance Matrices in Meta-Analytic Structural Equation Modeling. Structural Equation Modeling: A Multidisciplinary Journal 16:1, pages 28-53.
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Ke-Hai Yuan, ChrystynaD. Kouros & Ken Kelley. (2008) Diagnosis for Covariance Structure Models by Analyzing the Path. Structural Equation Modeling: A Multidisciplinary Journal 15:4, pages 564-602.
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WalterL. Leite, I-Chan Huang & GeorgeA. Marcoulides. (2008) Item Selection for the Development of Short Forms of Scales Using an Ant Colony Optimization Algorithm. Multivariate Behavioral Research 43:3, pages 411-431.
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Jamie D. Mills, Stephen F. Olejnik & George A. Marcoulides. (2005) The Tabu Search Procedure: An Alternative to the Variable Selection Methods. Multivariate Behavioral Research 40:3, pages 351-371.
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Articles from other publishers (24)

David Goretzko, Karik Siemund & Philipp Sterner. (2023) Evaluating Model Fit of Measurement Models in Confirmatory Factor Analysis. Educational and Psychological Measurement, pages 001316442311638.
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Ulrich Schroeders, Florian Scharf & Gabriel Olaru. (2023) Model Specification Searches in Structural Equation Modeling Using Bee Swarm Optimization. Educational and Psychological Measurement, pages 001316442311605.
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Charles L. Fisk, Jeffrey R. Harring, Zuchao Shen, Walter Leite, King Yiu Suen & Katerina M. Marcoulides. (2022) Using Simulated Annealing to Investigate Sensitivity of SEM to External Model Misspecification. Educational and Psychological Measurement 83:1, pages 73-92.
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Sevilay Kilmen. (2021) Designing A Shorter Form of the Big Three Perfectionism Scale: An Application of Ant Colony Optimization. Journal of Psychoeducational Assessment 40:2, pages 190-201.
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Jan Dörendahl, Samuel Greiff & Christoph Niepel. (2021) Assessing 16 Fundamental Motives With Fewer Than 50 Items: Development and Validation of the German 16 Motives Research Scales (16mrs). Frontiers in Psychology 12.
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Francesco Curreri, Giacomo Fiumara & Maria Gabriella Xibilia. (2020) Input Selection Methods for Soft Sensor Design: A Survey. Future Internet 12:6, pages 97.
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Marko Sarstedt, Christian M Ringle, Jun-Hwa Cheah, Hiram Ting, Ovidiu I Moisescu & Lacramioara Radomir. (2019) Structural model robustness checks in PLS-SEM. Tourism Economics 26:4, pages 531-554.
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Jan Dörendahl & Samuel Greiff. (2020) Are the Machines Taking Over?. European Journal of Psychological Assessment 36:2, pages 217-219.
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Ridho Rahmadi, Perry Groot & Tom Heskes. (2019) Stable Specification Search in Structural Equation Models with Latent Variables. ACM Transactions on Intelligent Systems and Technology 10:5, pages 1-23.
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Zvi Drezner. 2019. Contributions to Location Analysis. Contributions to Location Analysis 1 67 .
Gabriel Olaru, Ulrich Schroeders, Oliver Wilhelm & Fritz Ostendorf. (2018) A confirmatory examination of age-associated personality differences: Deriving age-related measurement-invariant solutions using ant colony optimization. Journal of Personality 86:6, pages 1037-1049.
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Goran Knezevic, Danka Savic, Vesna Kutlesic & Goran Opacic. (2017) Disintegration: A reconceptualization of psychosis proneness as a personality trait separate from the Big Five. Journal of Research in Personality 70, pages 187-201.
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Ridho Rahmadi, Perry Groot, Marianne Heins, Hans Knoop & Tom Heskes. (2017) Causality on cross-sectional data: Stable specification search in constrained structural equation modeling. Applied Soft Computing 52, pages 687-698.
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Daniel Danner, Jörg Blasius, Bianka Breyer, Stefanie Eifler, Natalja Menold, Delroy L. Paulhus, Beatrice Rammstedt, Richard D. Roberts, Manfred Schmitt & Matthias Ziegler. (2016) Current Challenges, New Developments, and Future Directions in Scale Construction. European Journal of Psychological Assessment 32:3, pages 175-180.
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Gabriel Olaru, Michael Witthöft & Oliver Wilhelm. (2015) Methods matter: Testing competing models for designing short-scale Big-Five assessments. Journal of Research in Personality 59, pages 56-68.
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Douglas D. GunzlerNathan Morris. (2015) A tutorial on structural equation modeling for analysis of overlapping symptoms in co-occurring conditions using MPlus . Statistics in Medicine 34:24, pages 3246-3280.
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Sally Olderbak, Oliver Wilhelm, Gabriel Olaru, Mattis Geiger, Meghan W. Brenneman & Richard D. Roberts. (2015) A psychometric analysis of the reading the mind in the eyes test: toward a brief form for research and applied settings. Frontiers in Psychology 6.
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Anil Bilgihan, Khaldoon Nusair, Fevzi Okumus & Cihan Cobanoglu. (2015) Applying flow theory to booking experiences: An integrated model in an online service context. Information & Management 52:6, pages 668-678.
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Franziska Pfitzner-Eden, Felicitas Thiel & Jenny Horsley. (2014) An Adapted Measure of Teacher Self-Efficacy for Preservice Teachers: Exploring its Validity Across two Countries. Zeitschrift für Pädagogische Psychologie 28:3, pages 83-92.
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George A. Marcoulides & Wynne W. Chin. 2013. New Perspectives in Partial Least Squares and Related Methods. New Perspectives in Partial Least Squares and Related Methods 31 64 .
Walter L. Leite, Marilla Svinicki & Yuying Shi. (2009) Attempted Validation of the Scores of the VARK: Learning Styles Inventory With Multitrait–Multimethod Confirmatory Factor Analysis Models. Educational and Psychological Measurement 70:2, pages 323-339.
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Ilse StuiveHenk A.L. Kiers & Marieke E. Timmerman. (2009) Comparison of Methods for Adjusting Incorrect Assignments of Items to Subtests. Educational and Psychological Measurement 69:6, pages 948-965.
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Siegfried P. Gudergan, Christian M. Ringle, Sven Wende & Alexander Will. (2008) Confirmatory tetrad analysis in PLS path modeling. Journal of Business Research 61:12, pages 1238-1249.
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Mike W.-L. Cheung, Kwok Leung & Kevin Au. (2016) Evaluating Multilevel Models in Cross-Cultural Research. Journal of Cross-Cultural Psychology 37:5, pages 522-541.
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