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J., Mattiello, J., and LeBihan, D

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A data-based notion of quantiles on Hadamard spaces

stat.ME · 2025-06-14 · conditional · novelty 5.0

A data-based geometric quantile loss on Hadamard spaces is defined and shown to improve on parameter-based quantiles in consistency, asymptotic normality, robustness, extreme behavior, and computability.

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  • A data-based notion of quantiles on Hadamard spaces stat.ME · 2025-06-14 · conditional · none · ref 1

    A data-based geometric quantile loss on Hadamard spaces is defined and shown to improve on parameter-based quantiles in consistency, asymptotic normality, robustness, extreme behavior, and computability.