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arxiv: 1702.07778 · v1 · pith:FRCA3OJZ · submitted 2017-02-24 · stat.ME

A Note on Nonlocal Prior Method

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classification stat.ME
keywords priornonlocalableclassdecreasingdetectdimensionalhigh
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We propose a new class of nonlocal prior to improve the performance of variable selection in high dimensional setting. We prove our new prior possesses the robustness to hyper parameter settings and is able to detect smaller decreasing signals.

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