Search Results for author: Alexander Henzi

Found 2 papers, 2 papers with code

Invariant Probabilistic Prediction

1 code implementation18 Sep 2023 Alexander Henzi, Xinwei Shen, Michael Law, Peter Bühlmann

In recent years, there has been a growing interest in statistical methods that exhibit robust performance under distribution changes between training and test data.

Isotonic Distributional Regression

3 code implementations9 Sep 2019 Alexander Henzi, Johanna F. Ziegel, Tilmann Gneiting

Isotonic distributional regression (IDR) is a powerful nonparametric technique for the estimation of conditional distributions under order restrictions.

Methodology Statistics Theory Statistics Theory

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