stat.ME · 2026-08-06 · No. 76

Methodology, 2026-08-06.

1 new papers in stat.ME. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Nonparametric Goodness-of-fit Testing under Covariate Shift

    Zhen Hou, Dong Xia

    stat.ME · cs.LG · math.ST · stat.ML

    This paper develops procedures for nonparametric goodness-of-fit testing under covariate shift, where labelled data are drawn from a source population but goodness-of-fit is evaluated for a target population. The distribution mismatch is quantified by either a bounded moment condition or a sub-exponential tail condition on the target-to-source density ratio. Our method combines truncated importance-weighting kernel ridge regression with a...

    arxiv.org/abs/2608.04860 · PDF

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