Integrating statistical learning into cognitive science

L Bogaerts, R Frost, MH Christiansen - Journal of Memory and Language, 2020 - Elsevier
statistical learning (SL) has evolved into a key explanatory mechanism underlying the incidental
learning of … -agnostic learning mechanism is able to extract morpheme-like regularities. …

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 …

Reading and the neurocognitive bases of statistical learning

OM Sawi, J Rueckl - Scientific Studies of Reading, 2019 - Taylor & Francis
… According to some theoretical perspectives, reading acquisition should be understood as
an exercise in statistical learning (SL). SL involves the extraction of organizing principles from …

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
… size extracted from means with pooled SDs might reduce the true overall effect size, we
reexamined the overall effect size by excluding the statistical learning effect sizes extracted from …

Statistical learning and language impairments: Toward more precise theoretical accounts

L Bogaerts, N Siegelman… - … on Psychological science, 2021 - journals.sagepub.com
… (SL) theory offers an experience-based account of typical and atypical spoken and written …
constructs (eg, “statistical learning,” “implicit learning,” and “procedural learning”) as well as in …

An introduction to research on statistical learning and reading

J Arciuli - Journal of Clinical Practice in Speech-Language …, 2020 - Taylor & Francis
Statistical learning (SL) is a form of implicit learning. It is thought that SL plays a role in a …
when thinking about the link between statistical learning and reading. These include corpus …

Not all words are equally acquired: Transitional probabilities and instructions affect the electrophysiological correlates of statistical learning

AP Soares, FJ Gutiérrez-Domínguez… - Frontiers in Human …, 2020 - frontiersin.org
Statistical learning (SL), the process of extracting regularities from the environment, is a
fundamental skill of our cognitive system to structure the world regularly and predictably. SL has …

What to expect where and when: How statistical learning drives visual selection

J Theeuwes, L Bogaerts, D van Moorselaar - Trends in cognitive sciences, 2022 - cell.com
statistical regularities in the world. While previous studies have shown that visual statistical
learning (… Extracting regularities from the environment in service of automatic behavior is one …

Mechanisms of statistical learning in infancy

SP Johnson - … acquisition from infancy through childhood: Learning …, 2020 - Springer
… development, and studies of infant statistical learning (SL), the … Statistical learning (SL) is a
set of processes for learning … the kinds of statistical structure that infants are able to learn, the …

Specificity of representations in infants' visual statistical learning

DM Antovich, SCW Gluck, EJ Goldman… - Journal of experimental …, 2020 - Elsevier
… and the notion that infants extract coherent chunks via visual statistical learning (Slone &
Johnson, 2018). The extraction and integration framework proposes that chunks of consistently …