ArticleFrontiers in psychology2016
Multidimensional Recurrence Quantification Analysis (MdRQA) for the Analysis of Multidimensional Time-Series: A Software Implementation in MATLAB and Its Application to Group-Level Data in Joint Action.
Article in Frontiers in psychology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers.
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Who cites it
47 citing papers in PubMed.
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- Synchrony and Reciprocity in Rhythmic Interaction.Annals of the New York Academy of Sciences · 2026Review
- A Comparative Study of RQA-Guided Attention Mechanisms with LSTM Autoencoder for Bearing Anomaly Detection.Sensors (Basel, Switzerland) · 2026Article
- Respiratory Synchrony and Individual Differences Causally Influence Dyadic Interpersonal Coordination.Psychophysiology · 2026Article
- Improving Outpatient Psychotherapy for Adults With Major Depressive and Anxiety Disorders Using Web-Based High-Frequency Monitoring and Feedback in Autosystemic Hypnotherapy: Protocol for a Two-Arm ABAB Crossed-Therapist Randomized Clinical Implementation Trial.JMIR research protocols · 2026Article
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- Identifying and Intervening on Glucose Patterns in Multivariate Data Using Block-Based Recurrence Quantification Analysis.Journal of diabetes science and technology · 2025Article
- Gait after anterior cruciate ligament reconstruction fails to exhibit task-sensitive modulations of dynamic stability: A preliminary analysis.Clinical biomechanics (Bristol, Avon) · 2025Article
- Route of fire: Pregame rituals and emotional synchrony among Brazilian football fans.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Stability of Neural Oscillations Supports Auditory-Motor Synchronization.The European journal of neuroscience · 2025Article
- Recurrence Quantification Analysis for Scene Change Detection and Foreground/Background Segmentation in Videos.Journal of imaging · 2025Article
- Aligned bodies, united hearts: embodied emotional dynamics of an Islamic ritual.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2024Article
- A Survey of Advanced Border Gateway Protocol Attack Detection Techniques.Sensors (Basel, Switzerland) · 2024Review
- Interpersonal heart rate synchrony predicts effective information processing in a naturalistic group decision-making task.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Interpersonal heart rate synchrony predicts effective information processing in a naturalistic group decision-making task.bioRxiv : the preprint server for biology · 2024Article
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Authors and funding
3 authors.
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Abstract
We introduce Multidimensional Recurrence Quantification Analysis (MdRQA) as a tool to analyze multidimensional time-series data. We show how MdRQA can be used to capture the dynamics of high-dimensional signals, and how MdRQA can be used to assess coupling between two or more variables. In particular, we describe applications of the method in research on joint and collective action, as it provides a coherent analysis framework to systematically investigate dynamics at different group levels-from individual dynamics, to dyadic dynamics, up to global group-level of arbitrary size. The Appendix in Supplementary Material contains a software implementation in MATLAB to calculate MdRQA measures.
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