activity
20162026
most citedThe basis function approach for modeling autocorrelation in ecological data

1 citations · 1 across the 3 of their papers we have counts for

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2 papers · 1 filter

stat.AP2026

Tree statistics improve neural simulation-based inference of epidemiological parameters over case counts alone

Zena Lapp, Emma E. Goldberg, John R. Tipton +3

During an infectious disease outbreak, accurate estimates of epidemiological parameters such as the reproduction number and infection duration can inform the public health response…

stat.ML2026

Ribbon: Scalable Approximation and Robust Uncertainty Quantification

Graham Gibson, John Tipton, Kellin Rumsey +1

Reliably quantifying predictive uncertainty is difficult for complex, high-dimensional, or misspecified models. Both fully Bayesian and bootstrap resampling methods provide princip…