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相关论文: Comment on Glenn Shafer's "Testing by betting"

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Comment on "Quantifying the Fraction of Missing Information for Hypothesis Testing in Statistical and Genetic Studies" [arXiv:1102.2774]

统计方法学 · 统计学 2011-02-16 Hani Doss

This comment briefly reflects on "Safe Testing" by Gr\"{u}wald et al. (2024). The safety of fractional Bayes factors (O'Hagan, 1995) is illustrated and compared to (safe) Bayes factors based on the right Haar prior.

统计方法学 · 统计学 2024-03-28 Joris Mulder

Two-sample tests utilizing a similarity graph on observations are useful for high-dimensional and non-Euclidean data due to their flexibility and good performance under a wide range of alternatives. Existing works mainly focused on sparse…

统计理论 · 数学 2023-11-14 Yejiong Zhu , Hao Chen

This manuscript is intended as an accompaniment to Guth's "A restriction estimate using polynomial partitioning". We begin by summarizing the core ideas of the proof, elaborating the history and development of the techniques therein. From…

经典分析与常微分方程 · 数学 2024-02-07 John Green , Terry Harris , Kaiyi Huang , Arian Nadjimzadah

This paper gives game-theoretic versions of several results on "merging of opinions" obtained in measure-theoretic probability and algorithmic randomness theory. An advantage of the game-theoretic versions over the measure-theoretic results…

概率论 · 数学 2007-05-23 Vladimir Vovk

This short note is devoted to the unraveling of the hidden interactivity of ordinary games which is an artefact of predictions of the behaviour of other players by the fixed player and describes deviations of their real behaviour from such…

最优化与控制 · 数学 2007-05-23 Denis V. Juriev

In order to test if a treatment is perceptibly different from a placebo in a randomized experiment with covariates, classical nonparametric tests based on ranks of observations/residuals have been employed (eg: by Rosenbaum), with…

统计方法学 · 统计学 2022-04-15 Boyan Duan , Aaditya Ramdas , Larry Wasserman

P-values are a mainstay in statistics but are often misinterpreted. We propose a new interpretation of p-value as a meaningful plausibility, where this is to be interpreted formally within the inferential model framework. We show that, for…

统计理论 · 数学 2014-10-28 Ryan Martin , Chuanhai Liu

This paper studies correlations among independently administered hypothetical tests of a simple interactive type, and demonstrates that correlations arising in quantum information theoretic variants of these tests can exhibit a striking…

量子物理 · 物理学 2015-05-27 Abel Molina , John Watrous

This is a verbatim copy of a technical report I wrote in 2017-2018 to obtain the law of the iterated logarithm using the guarantee on the wealth of an online betting strategy.

机器学习 · 统计学 2026-05-22 Francesco Orabona

This note is the follow up to a paper by M. Waldschmidt.

数论 · 数学 2022-07-11 Igor Nikolaev

We describe nearly fifteen years of General Game Playing experimental research history in the context of reproducibility and fairness of comparisons between various GGP agents and systems designed to play games described by different…

人工智能 · 计算机科学 2020-03-10 Jakub Kowalski , Marek Szykuła

In this paper, we present betting strategy of a football game using probability theory. We know all betting houses offer slightly unfair odds towards the player. Here we discuss a simple way to figure out which betting house is offering…

应用统计 · 统计学 2017-06-07 Kanika Saha , Ananya Lahiri

I proposed (8, 1, 3) that p values should be supplemented by an estimate of the false positive risk (FPR). FPR was defined as the probability that, if you claim that there is a real effect on the basis of p value from a single unbiased…

其他统计学 · 统计学 2020-08-10 David Colquhoun

The note complements topological aspects of the theory of chiral algebras.

量子代数 · 数学 2007-11-19 A. Beilinson

This paper proposes general methods for the problem of multiple testing of a single hypothesis, with a standard goal of combining a number of p-values without making any assumptions about their dependence structure. An old result by…

统计理论 · 数学 2019-10-09 Vladimir Vovk , Ruodu Wang

We study the problem of designing consistent sequential two-sample tests in a nonparametric setting. Guided by the principle of testing by betting, we reframe this task into that of selecting a sequence of payoff functions that maximize the…

统计理论 · 数学 2025-08-26 Shubhanshu Shekhar , Aaditya Ramdas

We provide practical, efficient, and nonparametric methods for auditing the fairness of deployed classification and regression models. Whereas previous work relies on a fixed-sample size, our methods are sequential and allow for the…

机器学习 · 统计学 2025-05-19 Ben Chugg , Santiago Cortes-Gomez , Bryan Wilder , Aaditya Ramdas

This note includes an assessment of the partially overlapping samples t-tests in scenarios where elements of the test are at their extremes, including where only one sample contains independent observations

统计方法学 · 统计学 2019-06-05 Ben Derrick , Deirdre Toher , Paul White

We examine the role of trustworthiness and trust in statistical inference, arguing that it is the extent of trustworthiness in inferential statistical tools which enables trust in the conclusions. Certain tools, such as the p-value and…

统计方法学 · 统计学 2021-05-11 David J. Hand