Search Results for author: Almond Stöcker

Found 2 papers, 1 papers with code

Functional additive models on manifolds of planar shapes and forms

no code implementations6 Sep 2021 Almond Stöcker, Lisa Steyer, Sonja Greven

The "shape" of a planar curve and/or landmark configuration is considered its equivalence class under translation, rotation and scaling, its "form" its equivalence class under translation and rotation while scale is preserved.

Additive models Model Selection +1

Multivariate Functional Additive Mixed Models

1 code implementation11 Mar 2021 Alexander Volkmann, Almond Stöcker, Fabian Scheipl, Sonja Greven

Multivariate functional data can be intrinsically multivariate like movement trajectories in 2D or complementary like precipitation, temperature, and wind speeds over time at a given weather station.

Methodology

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