A sequential Bayesian changepoint detection procedure for aberrant behaviours in computerized testing

DOI10.1111/BMSP.12305MaRDI QIDQ6127068

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Publication date: 10 April 2024

Published in: British Journal of Mathematical and Statistical Psychology (Search for Journal in Brave)

zbMATH Keywords

Bayesian analysischangepoint detectionaberrant behavioursresponses and response times

Mathematics Subject Classification ID

Applications of statistics to psychology (62P15)

Cites Work

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• Bayesian procedures for identifying aberrant response-time patterns in adaptive testing
• Bayesian checks on cheating on tests
• A two-stage approach to differentiating normal and aberrant behavior in computer based testing
• Sequential detection of compromised items using response times in computerized adaptive testing
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• A hierarchical framework for modeling speed and accuracy on test items
• Bayesian Online Learning of the Hazard Rate in Change-Point Problems
• A mixture hierarchical model for response times and response accuracy
• On-Line Inference for Multiple Changepoint Problems
• A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains
• Compromised item detection: A Bayesian change‐point perspective

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