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. 2020 Feb 11;10:2366. doi: 10.1038/s41598-020-59384-7

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© The Author(s) 2020

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

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Bayesian results for the fatty acid data. Density plot for the difference between groups. (A) The probability that the effect is negative is 0.90 and equals the proportion of the distribution below zero. Two times the proportion of the distribution above zero gives a value similar to a classic two-tailed p-value and equals 0.20 (compare with p = 0.18 from the classic multilevel model). Density plot predicting the value of one neuron from a future animal from each experimental condition. (B) The probability that randomly selected neuron in the FA condition is higher than a randomly selected neuron in the vehicle control condition is only 0.60.