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. 2019 Apr 16;10:1776. doi: 10.1038/s41467-019-09718-5

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© The Author(s) 2019

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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Fig. 3 — Densities of the priors. Upper panel: Density of the three-parameter beta prior on the shrinkage factor τ_j with ϕ = 1, b = 1/2, and three different a values. Middle panel: Central region of the marginal prior density on the effect size β_j with ϕ = 1, b = 1/2, and three different a values, in comparison with the standard normal density. Lower panel: Tails of the marginal prior density on the effect size β_j with ϕ = 1, b = 1/2, and three different a values, in comparison with the standard normal density