Statistical learning research: A critical review and possible new directions.

R Frost, BC Armstrong, MH Christiansen - Psychological bulletin, 2019 - psycnet.apa.org
Statistical learning (SL) is involved in a wide range of basic and higher-order cognitive
functions and is taken to be an important building block of virtually all current theories of …

Statistical learning of language: A meta‐analysis into 25 years of research

ES Isbilen, MH Christiansen - Cognitive Science, 2022 - Wiley Online Library
Statistical learning is a key concept in our understanding of language acquisition. Ample
work has highlighted its role in numerous linguistic functions—yet statistical learning is not a …

Is there such a thing as a 'good statistical learner'?

L Bogaerts, N Siegelman, MH Christiansen… - Trends in cognitive …, 2022 - cell.com
A growing body of research investigates individual differences in the learning of statistical
structure, tying them to variability in cognitive (dis) abilities. This approach views statistical …

Statistical learning in vision

J Fiser, G Lengyel - Annual Review of Vision Science, 2022 - annualreviews.org
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 …

Reading as statistical learning

J Arciuli - Language, Speech, and Hearing Services in Schools, 2018 - pubs.asha.org
Purpose The purpose of this tutorial is to explain how learning to read can be thought of as
learning statistical regularities and to demonstrate why this is relevant for theory, modeling …

Do current statistical learning tasks capture stable individual differences in children? An investigation of task reliability across modality

I Arnon - Behavior research methods, 2020 - Springer
Do commonly used statistical-learning tasks capture stable individual differences in
children? Infants, children, and adults are capable of using statistical learning (SL) to extract …

The contributions of implicit-statistical learning aptitude to implicit second-language knowledge

A Godfroid, KMH Kim - Studies in Second Language Acquisition, 2021 - cambridge.org
This study addresses the role of domain-general mechanisms in second-language learning
and knowledge using an individual differences approach. We examine the predictive validity …

Statistical learning and language impairments: Toward more precise theoretical accounts

L Bogaerts, N Siegelman… - … on Psychological science, 2021 - journals.sagepub.com
Statistical-learning (SL) theory offers an experience-based account of typical and atypical
spoken and written language acquisition. Recent work has provided initial support for this …

Statistical learning is not age‐invariant during childhood: Performance improves with age across modality

A Shufaniya, I Arnon - Cognitive science, 2018 - Wiley Online Library
Humans are capable of extracting recurring patterns from their environment via statistical
learning (SL), an ability thought to play an important role in language learning and learning …

Toward a model of statistical learning and reading: Evidence from a meta-analysis

SMK Lee, Y Cui, SX Tong - Review of Educational Research, 2022 - journals.sagepub.com
A compelling demonstration of implicit learning is the human ability to unconsciously detect
and internalize statistical patterns of complex environmental input. This ability, called …