T-calibration in semi-parametric models

Fuente: arXiv
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Auteurs principaux: Mühlemann, Anja, Ziegel, Johanna
Format: Preprint
Publié: 2025
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author Mühlemann, Anja
Ziegel, Johanna
author_facet Mühlemann, Anja
Ziegel, Johanna
contents This note relates the calibration of models to the consistent loss functions for the target functional of the model. We demonstrate that a model is calibrated if and only if there is a parameter value that is optimal under all consistent loss functions.
format Preprint
id arxiv_https___arxiv_org_abs_2502_11727
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle T-calibration in semi-parametric models
Mühlemann, Anja
Ziegel, Johanna
Statistics Theory
This note relates the calibration of models to the consistent loss functions for the target functional of the model. We demonstrate that a model is calibrated if and only if there is a parameter value that is optimal under all consistent loss functions.
title T-calibration in semi-parametric models
topic Statistics Theory
url https://arxiv.org/abs/2502.11727