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Preprint Sep 2026

Bayesian Selection of Edge Spectral Modes for Crash Counts on Urban Road Networks with Applications in Barcelona and Bogot\'a

Crash counts on urban road networks exhibit spatial dependence driven by road connectivity rather than Euclidean proximity alone. We propose a Bayesian negative binomial model that represents spatial variation through a parsimonious combination of spectral components defined directly on road segments. The model combine...

Danna L.Cruz-Reyes, Juan Sosa, Carlos A.Martínez · 0 citations
Preprint Oct 2026

On the sensitivity to hyperparameters of a Bayesian method to infer selection signatures

Albeit the mathematical intractability of the posterior distribution of FST, the results revealed asymptotic properties explaining two features of the method that lacked a formal elucidation, providing a foundation to understand the aforementioned phenomena.

C. Martínez, Ronnal E. Ortiz, N. A. Cruz et al. · 0 citations

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