Regression analysis

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Distributional Regression and Autoregression via Optimal Transport

Laya Ghodrati

We present a framework for performing regression when both covariate and response are probability distributions on a compact and convex subset of

\R^d

. Our regression model is based on the theory of optimal transport and links the conditional Fr'echet m ...

EPFL2023

Regression analysis

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Distributional Regression and Autoregression via Optimal Transport

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Multisensing wearables for real-time monitoring of sweat electrolyte biomarkers during exercise and analysis on their correlation with core body temperature

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Modeling local thermal responses of individuals: Validation of advanced human thermo-physiology models

Robust discrete choice models with t-distributed kernel errors