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Journal of Quantitative Linguistics Volume 26, 2019 - Issue 3
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Research Article

Confronting Quasi-Separation in Logistic Mixed Effects for Linguistic Data: A Bayesian Approach

Amelia E. KimballSchool of Literatures, Cultures, and Linguistics, University of Illinois at Urbana, Champaign, USACorrespondence[email protected]
ORCID Iconhttp://orcid.org/0000-0001-6208-0104View further author information
ORCID Icon,
Kailen ShantzSchool of Literatures, Cultures, and Linguistics, University of Illinois at Urbana, Champaign, USAORCID Iconhttp://orcid.org/0000-0003-2778-2201View further author information
ORCID Icon,
Christopher EagerSchool of Literatures, Cultures, and Linguistics, University of Illinois at Urbana, Champaign, USAView further author information
&
Joseph RoySchool of Literatures, Cultures, and Linguistics, University of Illinois at Urbana, Champaign, USAORCID Iconhttp://orcid.org/0000-0003-1828-5860View further author information
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Pages 231-255 | Published online: 24 Aug 2018

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Timo B. Roettger, Tim Mahrt & Jennifer Cole. (2019) Mapping prosody onto meaning – the case of information structure in American English. Language, Cognition and Neuroscience 34:7, pages 841-860.
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Articles from other publishers (8)

Zachary N. Houghton & Vsevolod Kapatsinski. (2023) Are your random effects normal? A simulation study of methods for estimating whether subjects or items come from more than one population by examining the distribution of random effects in mixed-effects logistic regression. Behavior Research Methods.
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Amy Smolek & Vsevolod Kapatsinski. (2023) Syntagmatic paradigms: learning correspondence from contiguity. Morphology 33:3, pages 287-334.
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Robert G. Clark, Wade Blanchard, Francis K.C. Hui, Ran Tian & Haruka Woods. (2023) Dealing with complete separation and quasi-complete separation in logistic regression for linguistic data. Research Methods in Applied Linguistics 2:1, pages 100044.
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Sara Fernández Cuenca & Jill Jegerski. (2022) A role for verb regularity in the L2 processing of the Spanish subjunctive mood: Evidence from eye-tracking. Studies in Second Language Acquisition, pages 1-30.
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Lauren Fonteyn & Peter Petré. (2022) On the probability and direction of morphosyntactic lifespan change. Language Variation and Change 34:1, pages 79-105.
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Melinda Fricke. (2022) Modulation of Cross-Language Activation During Bilingual Auditory Word Recognition: Effects of Language Experience but Not Competing Background Noise. Frontiers in Psychology 13.
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Bodo Winter & Paul‐Christian Bürkner. (2021) Poisson regression for linguists: A tutorial introduction to modelling count data with brms. Language and Linguistics Compass 15:11.
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Folgert Karsdorp & Lauren Fonteyn. (2019) Cultural entrenchment of folktales is encoded in language. Palgrave Communications 5:1.
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