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Is reanalysis selective when regressions are consciously controlled?
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In: Glossa Psycholinguistics, vol 1, iss 1 (2022)
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How to embrace variation and accept uncertainty in linguistic and psycholinguistic data ...
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Bayesian data analysis in the phonetic sciences: A tutorial introduction ...
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Abstract:
This tutorial analyzes voice onset time (VOT) data from Dongbei (Northeastern) Mandarin Chinese and North American English to demonstrate how Bayesian linear mixed models can be fit using the programming language Stan via the R package brms. Through this case study, we demonstrate some of the advantages of the Bayesian framework: researchers can (i) flexibly define the underlying process that they believe to have generated the data; (ii) obtain direct information regarding the uncertainty about the parameter that relates the data to the theoretical question being studied; and (iii) incorporate prior knowledge into the analysis. Getting started with Bayesian modeling can be challenging, especially when one is trying to model one’s own (often unique) data. It is difficult to see how one can apply general principles described in textbooks to one’s own specific research problem. We address this barrier to using Bayesian methods by providing three detailed examples, with source code to allow easy reproducibility. ...
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Keyword:
Bayesian data analysis; brms; linear mixed models; Stan
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URL: https://osf.io/g4zpv/ https://dx.doi.org/10.17605/osf.io/g4zpv
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Share the code, not just the data: A case study of the reproducibility of articles published in the Journal of Memory and Language under the open data policy ...
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Feature encoding modulates cue-based retrieval: Modeling interference effects in both grammatical and ungrammatical sentences
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In: Proceedings of the Annual Meeting of the Cognitive Science Society, vol 43, iss 43 (2021)
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Sample size determination for Bayesian hierarchical models commonly used in psycholinguistics ...
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Feature encoding modulates cue-based retrieval: Modeling interference effects in both grammatical and ungrammatical sentences ...
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Technical report: A cross-linguistic investigation of retroactive similarity-based interference in sentence comprehension. ...
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hypr: An R package for hypothesis-driven contrast coding ...
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The effect of decay and lexical uncertainty on processing long-distance dependencies in reading ...
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The effect of decay and lexical uncertainty on processing long-distance dependencies in reading
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In: PeerJ (2020)
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Processing of ellipsis with garden-path antecedents in French and German: Evidence from eye tracking
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In: ISSN: 1932-6203 ; EISSN: 1932-6203 ; PLoS ONE ; https://halshs.archives-ouvertes.fr/halshs-01957373 ; PLoS ONE, Public Library of Science, 2018, 13 (6), pp.e0198620. ⟨10.1371/journal.pone.0198620⟩ (2018)
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Using meta-analysis for evidence synthesis: The case of incomplete neutralization in German ...
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