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stat.ME2025
Clustering the Nearest Neighbor Gaussian Process
Ashlynn Crisp, Daniel Taylor-Rodriguez, Andrew O. Finley
Gaussian processes are ubiquitous as the primary tool for modeling spatial data. However, the Gaussian process is limited by its cost, making direct parameter fi…
stat.ME2025
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…
stat.ME2024
Identifiability of the Multinomial Processing Tree-IRT model for the Philadelphia Naming Test
Andrew J. Womack, Daniel Taylor-Rodriguez, Gerasimos Fergadiotis +1
Naming tests represent an essential tool in gauging the severity of aphasia and monitoring the trajectory of recovery for individuals afflicted with this debilitating condition. In…