7 citations · 8 across the 7 of their papers we have counts for
3 papers · 1 filter
The matryoshka doll prior: principled multiplicity correction in Bayesian model comparison
Andrew J Womack, Daniel Taylor-Rodriguez, Claudio Fuentes
This paper introduces a general and principled construction of model space priors with a focus on regression problems. The proposed formulation regards each model as a `local` null…
On the estimation of the order of smoothness of the regression function
Daniel Taylor-Rodriguez, Sujit Ghosh
The order of smoothness chosen in nonparametric estimation problems is critical. This choice balances the tradeoff between model parsimony and data overfitting. The most common app…
Intrinsic Bayesian Analysis for Occupancy Models
Daniel Taylor-Rodriguez, Andrew Womack, Claudio Fuentes +1
Occupancy models are typically used to determine the probability of a species being present at a given site while accounting for imperfect detection. The survey data underlying the…