Manqian Liao

University of Maryland, College Park — United States

Decision Sciences · Social Sciences

4h-index71citations17works0.02yr avg
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Research Topics

Psychometric Methodologies and Testing(4), Educational and Psychological Assessments(3), Advanced Statistical Modeling Techniques(3), Statistical Methods and Bayesian Inference(2), Cognitive Abilities and Testing(2)

Publications17 total

Module assembly and routing of cognitive diagnostic multistage adaptive test
2024
Correction: Book Review of Psychometric Methods: Theory into Practice by Price
Psychometrika·2024Open Access
Exploration of the Stacking Ensemble Learning Algorithm for Automated Scoring of Constructed-Response Items in Reading Assessment
2024
Human-in-the-Loop AI for Cheating Ring Detection
arXiv (Cornell University)·2024Open Access
Explanatory Cognitive Diagnosis Models Incorporating Item Features
Journal of Intelligence·2024Open Access
Maintaining and monitoring quality of a continuously administered digital assessment
Frontiers in Education·2022· 2 citedOpen Access
Modelling multiple problem‐solving strategies and strategy shift in cognitive diagnosis for growth
British Journal of Mathematical and Statistical Psychology·2022· 5 cited
Quality Assurance in Digital-First Assessments
Springer proceedings in mathematics & statistics·2022· 2 cited
Digital Module 25: Testlet Response Theory
Educational Measurement Issues and Practice·2021
Mining Process Data to Detect Aberrant Test Takers
Measurement Interdisciplinary Research and Perspectives·2021· 9 cited
Nonlinear Latent Effects in Diagnostic Classification Modeling Incorporating Response Times
Springer proceedings in mathematics & statistics·2021
Jump-Starting Item Parameters for Adaptive Language Tests
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing·2021· 3 citedOpen Access
Modeling Multiple Problem-Solving Strategies and Strategy Shift in Cognitive Diagnosis for Growth
2020Open Access
Incidental Second-Level Dependence in Educational Survey Data with a Nested Data Structure
Educational Psychology Review·2019· 4 cited
Bayesian DINA Modeling Incorporating Within-Item Characteristic Dependency
Applied Psychological Measurement·2018· 15 cited
L. R. Price (2016). Psychometric Methods: Theory into Practice. New York: The Guilford Press. 552pp. US$72.25. ISBN: 9781462524778.
Psychometrika·2018· 1 cited
Joint Testlet Cognitive Diagnosis Modeling for Paired Local Item Dependence in Response Times and Response Accuracy
Frontiers in Psychology·2018· 30 citedOpen Access

Frequent Co-authors

Hong Jiao(10), Peida Zhan(2), Yufang Bian(2), Yigal Attali(2), J. R. Lockwood(2), Alina A. von Davier(2), Jeffrey Patton(1), Ray Yan(1), Weimeng Wang(1), Laura M. Stapleton(1), Arya D. McCarthy(1), Kevin Yancey(1), Geoffrey T. LaFlair(1), Jesse Egbert(1), Burr Settles(1), Yong-Siang Shih(1), Ruidong Liu(1), Mirza Basim Baig(1), Xin Qiao(1), Shuangshuang Xu(1)