Hierarchical Shrinkage Priors and Model Fitting for High-dimensional Generalized Linear Models

. Author manuscript; available in PMC: 2013 Nov 26.

Published in final edited form as: Stat Appl Genet Mol Biol. 2012 Nov 26;11(6):10.1515/1544-6115.1803 /j/sagmb.2012.11.issue-6/1544-6115.1803/1544-6115.1803.xml. doi: 10.1515/1544-6115.1803

Analyses using the prior distributions $τ_{j}^{2} \sim Inv - χ^{2} (ν, s^{2})$ (the top panels) and $τ_{j}^{2} \sim Expon (s^{2} ∕ 2)$ (the bottom panels) with fixed values of s². The points and short lines represent estimates of effects and ± 2 standard errors, respectively. Only effects with p-value < 0.05 are labeled.

Figure 3.