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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.ME2023
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…
stat.ME2020
Unstructured Primary Outcome in Randomized Controlled Trials
Daniel Taylor-Rodriguez, David Lovitz, Nora Mattek +4
The primary outcome of Randomized clinical Trials (RCTs) are typically dichotomous, continuous, multivariate continuous, or time-to-event. However, what if this outcome is unstruct…