circular statistics 1distributional regression 1generative modeling 1pose estimation 1uncertainty quantification 1
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stat.ME2026
A nonparametric approach to understand multivariate quantile dynamics in financial time series
Kunal Rai, Archi Roy, Itai Dattner +1
Over the last decade, nonparametric methods have gained increasing attention for modeling complex data structures due to their flexibility and minimal structural assumptions. In th…
stat.ME2024
Nonparametric method of structural break detection in stochastic time series regression model
Archi Roy, Moumanti Podder, Soudeep Deb
We propose a novel nonparametric test to detect structural breaks in the conditional mean and/or variance of a time series. Our method does not assume any specific parametric form…