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Statistical Learning

2023
Statistical learning refers to the ability to pick up on the statistical regularities in our sensory environment, typically without intention or conscious awareness. Since the seminal publication on statistical learning in 1996, sensitivity to regularities has become a key concept in our understanding of language acquisition as well ...
Qingyi Gao, Xiao Wang
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Learning statistical methods

International Journal of Clinical Monitoring and Computing, 1986
Since at least 1951 anesthesia journals have called for a more rigorous application of statistical methods in research reports. This appeal for statistical excellence actually applies to the researcher, to the clinician journal reader, and to the editor. Thirty five years ago the obligations of these three groups was made clear in an unsigned editorial
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Statistical learning

2012
Department of ...
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Statistical Learning in Vision

Annual Review of Vision Science, 2022
Vision and learning have long been considered to be two areas of research linked only distantly. However, recent developments in vision research have changed the conceptual definition of vision from a signal-evaluating process to a goal-oriented interpreting process, and this shift binds learning, together with the resulting internal representations ...
József, Fiser, Gábor, Lengyel
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Statistical learning and prejudice

Behavioral and Brain Sciences, 2012
AbstractHuman behavior is guided by evolutionarily shaped brain mechanisms that make statistical predictions based on limited information. Such mechanisms are important for facilitating interpersonal relationships, avoiding dangers, and seizing opportunities in social interaction.
Guy, Madison, Fredrik, Ullén
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Statistical Learning and Bilingualism

Language, Speech, and Hearing Services in Schools, 2018
Purpose Over the last 2 decades, research on statistical learning has demonstrated its importance in supporting language development. Notably, most of the research to date has focused on monolingual populations (or has not reported the language background of participants). Several recent studies, however, have begun to focus on
Federica, Bulgarelli   +2 more
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Statistical Learning and Spelling

Language, Speech, and Hearing Services in Schools, 2018
Purpose The purpose of this article is to provide a tutorial on statistical learning and its role in learning to spell and to discuss the implications of the research for educators. Method The tutorial begins with a discussion of statistical learning and its characteristics. It then
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