Publications by R on Pablo Bernabeu
A table of results for Bayesian mixed-effects models: Grouping variables and specifying random slopes
Here I share the format applied to tables presenting the results of Bayesian models in Bernabeu (2022; the table for frequentist models is covered in this other post). The sample table presents a Bayesian mixed-effects model that was fitted using the R package brms (Bürkner et al., 2022). The mixed effects were driven by the maximal principle (B...
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A table of results for frequentist mixed-effects models: Grouping variables and specifying random slopes
Here I share the format applied to tables presenting the results of frequentist models in Bernabeu (2022; the table for Bayesian models is covered in this other post). The sample table presents a mixed-effects model that was fitted using the R package lmerTest (Kuznetsova et al., 2022). The mixed effects were driven by the maximal principle (Brau...
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Plotting two-way interactions from mixed-effects models using alias variables
Whereas the direction of main effects can be interpreted from the sign of the estimate, the interpretation of interaction effects often requires plots. This task is facilitated by the R package sjPlot (Lüdecke, 2022). In Bernabeu (2022), the sjPlot function called plot_model served as the basis for the creation of some custom functions. One of t...
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Plotting two-way interactions from mixed-effects models using ten or six bins
Whereas the direction of main effects can be interpreted from the sign of the estimate, the interpretation of interaction effects often requires plots. This task is facilitated by the R package sjPlot (Lüdecke, 2022). In Bernabeu (2022), the sjPlot function called plot_model served as the basis for the creation of some custom functions. Two of t...
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Language and vision in conceptual processing: Multilevel analysis and statistical power
Reference Bernabeu, P., Lynott, D., & Connell, L. (2022). Language and vision in conceptual processing: Multilevel analysis and statistical power. OSF. https://osf.io/dnskh Related To leave a comment for the author, please follow the link and comment on their blog: R on Pablo Bernabeu. R-bloggers.com offers daily e-mail updates about R news ...
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Language and sensorimotor simulation in conceptual processing: Multilevel analysis and statistical power
Reference Bernabeu, P. (2022). Language and sensorimotor simulation in conceptual processing: Multilevel analysis and statistical power. Lancaster University. https://doi.org/10.17635/lancaster/thesis/1795 Related To leave a comment for the author, please follow the link and comment on their blog: R on Pablo Bernabeu. R-bloggers.com offers d...
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Data dashboard: Butterfly species richness in Los Angeles
Dashboard This dashboard presents open data (iNaturalist and BioScan) from Prudic, K.L.; Oliver, J.C.; Brown, B.V.; Long, E.C. Comparisons of Citizen Science Data-Gathering Approaches to Evaluate Urban Butterfly Diversity. Insects 2018, 9, 186. In their study, Prudic and colleagues compared citizen science with traditional methods in the mea...
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Data is present: Workshops and datathons
Enhanced data presentation using reproducible documents and dashboards Calendar Date Title Event and location Registration 26 Nov 2020 Mixed-effects models in R, and a new tool for data simulation New Tricks Seminars, Dept. Psychology, Lancaster University [online] 8 Oct 2020 Reproducibilidad en torno a una aplicación web Reprohack en españ...
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Web application for the simulation of experimental data
Purposes This open-source, R-based web application is suitable for educational and research purposes in experimental and quantitative sciences. It allows the creation of varied data sets with specified structures, such as between-group and within-participant variables, that can be categorical or continuous. These parameters can be set throug...
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R Markdown amidst Madison parks
This document is part of teaching materials created for the workshop ‘Open data and reproducibility v2.1: R Markdown, dashboards and Binder’, delivered at the CarpentryCon 2020 conference. The purpose of this specific document is to practise R Markdown, including basic features such as Markdown markup and code chunks, along with more special ...
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