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Bayesian mixtures of spatial spline regressions

ESANN, (2016)

Cited by: 1|Views16
EI

Abstract

This work relates the framework of model-based clustering for spatial functional data where the data are surfaces. We first introduce a Bayesian spatial spline regression model with mixed-effects (BSSR) for modeling spatial function data. The BSSR model is based on Nodal basis functions for spatial regression and accommodates both common ...More

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