Robust Estimation for Response Time Modeling

2020 ◽  
Author(s):  
Maxwell Hong ◽  
Daniella A. Rebouças ◽  
Ying Cheng
Keyword(s):  
Response Time ◽  
Robust Estimation ◽  
Time Modeling ◽  
Response Time Modeling

scholarly journals An Autoencoder-Based Response Time Model and Its Application in Anomaly Detection

2021 ◽  
Author(s):  
Yiqin Pan ◽  
Edison M. Choe
Keyword(s):  
Anomaly Detection ◽  
Response Time ◽  
Response Times ◽  
Time Model ◽  
Response Time Model ◽  
Time Modeling ◽  
Proposed Model ◽  
Response Time Modeling ◽  
Data Driven Approach ◽  
Psychometric Models

Most psychometric models of response times are primarily theory-driven, meaning they are based on various sets of assumptions about how the data should behave. Although useful in certain contexts, such models are often inadequate for the complexities of realistic testing situations and display a poor fit on empirical data. Therefore, as a functional alternative, the present study proposes a data-driven approach, an autoencoder-based response time model, to modeling response times of correctly answered responses. Also, this study introduces the application of the proposed model in anomaly detection (including aberrant examinee and item detection). The result shows this model has an acceptable performance in both response time modeling and anomaly detection.

scholarly journals Improved predictions of alarm and safety system performance through process and operator response-time modeling

AIChE Journal ◽  
2016 ◽  
Vol 62 (9) ◽  
pp. 3461-3472 ◽  
Author(s):  
Ian H. Moskowitz ◽  
Warren D. Seider ◽  
Jeffrey E. Arbogast ◽  
Ulku G. Oktem ◽  
Ankur Pariyani ◽  
...  
Keyword(s):  
Response Time ◽  
System Performance ◽  
Safety System ◽  
Time Modeling ◽  
Response Time Modeling

scholarly journals Testing for Aberrant Behavior in Response Time Modeling

2014 ◽  
Vol 39 (6) ◽  
pp. 426-451 ◽  
Author(s):  
Sukaesi Marianti ◽  
Jean-Paul Fox ◽  
Marianna Avetisyan ◽  
Bernard P. Veldkamp ◽  
Jesper Tijmstra
Keyword(s):  
Response Time ◽  
Aberrant Behavior ◽  
Time Modeling ◽  
Response Time Modeling
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