134 citations · 202 across the 7 of their papers we have counts for
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stat.ME2023★ 22 cited
Model averaging approaches to data subset selection
Ethan T. Neil, Jacob W. Sitison
Model averaging is a useful and robust method for dealing with model uncertainty in statistical analysis. Often, it is useful to consider data subset selection at the same time, in…
stat.ME2022★ 45 cited
Improved information criteria for Bayesian model averaging in lattice field theory
Ethan T. Neil, Jacob W. Sitison
Bayesian model averaging is a practical method for dealing with uncertainty due to model specification. Use of this technique requires the estimation of model probability weights.…