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  1. Bias and noise in proportion estimation: A mixture psychophysical model.Camilo Gouet, Wei Jin, Daniel Q. Naiman, Marcela Peña & Justin Halberda - 2021 - Cognition 213 (C):104805.
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  • Apes are intuitive statisticians.Hannes Rakoczy, Annette Clüver, Liane Saucke, Nicole Stoffregen, Alice Gräbener, Judith Migura & Josep Call - 2014 - Cognition 131 (1):60-68.
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  • Non-symbolic halving in an amazonian indigene group.Koleen McCrink, Elizabeth Spelke, Stanislas Dehaene & Pierre Pica - 2013 - Developmental Science 16 (3):451-462.
    Much research supports the existence of an Approximate Number System (ANS) that is recruited by infants, children, adults, and non-human animals to generate coarse, non-symbolic representations of number. This system supports simple arithmetic operations such as addition, subtraction, and ordering of amounts. The current study tests whether an intuition of a more complex calculation, division, exists in an indigene group in the Amazon, the Mundurucu, whose language includes no words for large numbers. Mundurucu children were presented with a video event (...)
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  • Relating magnitudes: the brain's code for proportions.Simon N. Jacob, Daniela Vallentin & Andreas Nieder - 2012 - Trends in Cognitive Sciences 16 (3):157-166.
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  • Fractions We Cannot Ignore: The Nonsymbolic Ratio Congruity Effect.Percival G. Matthews & Mark R. Lewis - 2017 - Cognitive Science 41 (6):1656-1674.
    Although many researchers theorize that primitive numerosity processing abilities may lay the foundation for whole number concepts, other classes of numbers, like fractions, are sometimes assumed to be inaccessible to primitive architectures. This research presents evidence that the automatic processing of nonsymbolic magnitudes affects processing of symbolic fractions. Participants completed modified Stroop tasks in which they selected the larger of two symbolic fractions while the ratios of the fonts in which the fractions were printed and the overall sizes of the (...)
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  • Training nonsymbolic proportional reasoning in children and its effects on their symbolic math abilities.Camilo Gouet, Salvador Carvajal, Justin Halberda & Marcela Peña - 2020 - Cognition 197 (C):104154.
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  • Is scaling up harder than scaling down? How children and adults visually scale distance from memory.Jodie M. Plumert, Alycia M. Hund & Kara M. Recker - 2019 - Cognition 185 (C):39-48.
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  • Non-symbolic Ratio Reasoning in Kindergarteners: Underlying Unidimensional Heuristics and Relations With Math Abilities.David Muñez, Rebecca Bull, Pierina Cheung & Josetxu Orrantia - 2022 - Frontiers in Psychology 13.
    Although it is thought that young children focus on the magnitude of the target dimension across ratio sets during binary comparison of ratios, it is unknown whether this is the default approach to ratio reasoning, or if such approach varies across representation formats that naturally afford different opportunities to process the dimensions in each ratio set. In the current study, 132 kindergarteners performed binary comparisons of ratios with discrete and continuous representations. Results from a linear mixed model revealed that children (...)
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