Publications de Jan Almond Stöcker

Publications associées (4)

Functional autoregressive processes on a spherical domain for global aircraft-based atmospheric measurements

Motivated by global analysis of aircraft-based measurements of air pollutants and climate variables, and specifically the COVID-19 pandemic’s possible impact on ozone concentrations, a functional autoregressive model is proposed to capture global spatio-te ...

Palermo University Press2024

A Functional Extension of Semi-Structured Networks

Jan Almond Stöcker

Semi-structured networks (SSNs) merge the structures familiar from additive models with deep neural networks, allowing the modeling of interpretable partial feature effects while capturing higher-order non-linearities at the same time. A significant challe ...

Curran Associates, Inc.2024

Additive density-on-scalar regression in Bayes Hilbert spaces with an application to gender economics

Jan Almond Stöcker

Institute of Mathematical Statistics2025

Comments on: shape-based functional data analysis

Jan Almond Stöcker

Springer2023