Nalaganje...

Simultaneous parameter estimation and variable selection via the logit-normal continuous analogue of the spike-and-slab prior

We introduce a Bayesian prior distribution, the logit-normal continuous analogue of the spike-and-slab, which enables flexible parameter estimation and variable/model selection in a variety of settings. We demonstrate its use and efficacy in three case studies—a simulation study and two studies on r...

Popoln opis

Shranjeno v:
Bibliografske podrobnosti
izdano v:J R Soc Interface
Main Authors: Thomson, W., Jabbari, S., Taylor, A. E., Arlt, W., Smith, D. J.
Format: Artigo
Jezik:Inglês
Izdano: The Royal Society 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6364637/
https://ncbi.nlm.nih.gov/pubmed/30958174
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rsif.2018.0572
Oznake: Označite
Brez oznak, prvi označite!