7 citations · 19 across the 8 of their papers we have counts for
3 papers · 1 filter
Bayesian Estimation of Negative Binomial Parameters with Applications to RNA-Seq Data
Luis Leon-Novelo, Claudio Fuentes, Sarah Emerson
RNA-Seq data characteristically exhibits large variances, which need to be appropriately accounted for in the model. We first explore the effects of this variability on the maximum…
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…
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…