ProcData: An R Package for Process Data Analysis

Process data refer to data recorded in log files of computer-based items. These data, represented as timestamped action sequences, keep track of respondents’ response problem-solving behaviors. Process data analysis aims at enhancing educational assessment accuracy and serving other assessment purpo...

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Bibliographic Details
Published in:	Psychometrika Vol. 86; no. 4; pp. 1058 - 1083
Main Authors:	Tang, Xueying, Zhang, Susu, Wang, Zhi, Liu, Jingchen, Ying, Zhiliang
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.12.2021 Springer Nature B.V
Subjects:	Application Reviews and Case Studies Application Reviews and Case Studies (ARCS) Assessment Behavioral Science and Psychology Case Studies Climate Control Computers Data Analysis Data processing Discovery Processes Educational Assessment Educational Measurement Educational Technology Feedback (Response) Humanities Humans Information processing International Assessment Item Response Theory Law Multidimensional scaling Networks Neural networks Problem Solving Psychological Patterns Psychology Psychometrics Simulated Environment Software Statistical Data Statistical Theory and Methods Statistics for Social Sciences Student Evaluation Testing and Evaluation autoencoder multidimensional scaling sequence model process data analysis
ISSN:	0033-3123, 1860-0980, 1860-0980
Online Access:	Get full text
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