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  1. Machine Learning in Psychometrics and Psychological Research.Graziella Orrù, Merylin Monaro, Ciro Conversano, Angelo Gemignani & Giuseppe Sartori - 2020 - Frontiers in Psychology 10:492685.
    Recent controversies about the level of replicability of behavioral research analyzed using statistical inference have cast interest in developing more efficient techniques for analyzing the results of psychological experiments. Here we claim that complementing the analytical workflow of psychological experiments with Machine Learning-based analysis will both maximize accuracy and minimize replicability issues. As compared to statistical inference, ML analysis of experimental data is model agnostic and primarily focused on prediction rather than inference. We also highlight some potential pitfalls resulting from (...)
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  • “I feel better but I don't know why”: The psychology of implicit emotion regulation.Sander L. Koole & Klaus Rothermund - 2011 - Cognition and Emotion 25 (3):389-399.
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  • Explicit and implicit emotion regulation: A dual-process framework.Anett Gyurak, James J. Gross & Amit Etkin - 2011 - Cognition and Emotion 25 (3):400-412.
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  • Mindfulness, Age and Gender as Protective Factors Against Psychological Distress During COVID-19 Pandemic.Ciro Conversano, Mariagrazia Di Giuseppe, Mario Miccoli, Rebecca Ciacchini, Angelo Gemignani & Graziella Orrù - 2020 - Frontiers in Psychology 11:562965.
    Objective: Mindfulness disposition is associated with various psychological factors and prevent emotional distress in chronic diseases. In the present study, we analyzed the key role of mindfulness dispositions in protecting the individual against psychological distress consequent to COVID-19 social distancing and quarantining. Methods: An online survey was launched on March 13, 2020, with 6,412 responses by April 6, 2020. Socio-demographic information, exposure to the pandemic, and quarantining were assessed together with psychological distress and mindfulness disposition. Multivariate linear regression analysis was (...)
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  • Emotion regulation: Conceptual foundations.James J. Gross & Ross A. Thompson (eds.) - 2007
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