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Social and Behavioral Sciences Commons

Open Access. Powered by Scholars. Published by Universities.®

Purdue University

2015

Physical Sciences and Mathematics

Multinomial modeling

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Metacognition: Using Confidence Ratings For Type 2 And Type 1 Roc Curves, S A. Klein May 2015

Metacognition: Using Confidence Ratings For Type 2 And Type 1 Roc Curves, S A. Klein

MODVIS Workshop

In the past five years there has been a surge of renewed interest in metacognition ("thinking about thinking"). The typical experiment involves a binary judgment followed by a multilevel confidence rating. It is a confusing topic because the rating could be made either on one's confidence in the binary response (standard rating Type 1 ROC) or on one's confidence sorted by whether the response was correct (Type 2 ROC). Both are metacognition. After a few remarks on challenging aspects of the Type 2 approach, I will present some interesting results for Type 1 ROC for both memory and vision research. …