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  1. How to measure metacognition.Stephen Fleming & Hakwan Lau - 2014 - Frontiers in Human Neuroscience 8 (443):1–9.
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  • Fechner’s law in metacognition: A quantitative model of visual working memory confidence.Ronald van den Berg, Aspen H. Yoo & Wei Ji Ma - 2017 - Psychological Review 124 (2):197-214.
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  • A signal detection theoretic approach for estimating metacognitive sensitivity from confidence ratings.Brian Maniscalco & Hakwan Lau - 2012 - Consciousness and Cognition 21 (1):422-430.
    How should we measure metacognitive sensitivity, i.e. the efficacy with which observers’ confidence ratings discriminate between their own correct and incorrect stimulus classifications? We argue that currently available methods are inadequate because they are influenced by factors such as response bias and type 1 sensitivity . Extending the signal detection theory approach of Galvin, Podd, Drga, and Whitmore , we propose a method of measuring type 2 sensitivity that is free from these confounds. We call our measure meta-d′, which reflects (...)
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  • Effects of age on metacognitive efficiency.Emma C. Palmer, Anthony S. David & Stephen M. Fleming - 2014 - Consciousness and Cognition 28:151-160.
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  • The nature of metacognitive inefficiency in perceptual decision making.Medha Shekhar & Dobromir Rahnev - 2021 - Psychological Review 128 (1):45-70.
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  • Should metacognition be measured by logistic regression?Manuel Rausch & Michael Zehetleitner - 2017 - Consciousness and Cognition 49:291-312.
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  • Characterizing observers using external noise and observer models: Assessing internal representations with external noise.Zhong-Lin Lu & Barbara Anne Dosher - 2008 - Psychological Review 115 (1):44-82.
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