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3d pose validation 1benchmarking 1constructed covariate 1docking 1environmental data 1generative models 1geostatistics 1molecular generation 1preferential sampling 1spatial modeling 1synthetic accessibility 1

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stat.ME2026

Accounting for Preferential Sampling Using a Constructed Covariate

Andreia Monteiro, Isabel Natário, Ivone Figueiredo +1

The paper proposes using a constructed covariate based on average nearest‑neighbour distances to adjust for preferential sampling in geostatistical models, showing through simulati…