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arXiv 1807.02789stat.MEstat.ML
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统计学的模态时代

The modal age of Statistics

José E. Chacón

摘要:

近年来,一些统计问题通过“模态观点”的考察,找到了意想不到的解决方案。这些包括经典的任务,如聚类或回归。这导致了新的兴趣,估计和推理的模式。本文提供了一个广泛的调查传统的方法,模式估计和探讨的后果,将这种现代模式的方法,其他看似无关的领域。

英文摘要:

Recently, a number of statistical problems have found an unexpected solution by inspecting them through a "modal point of view". These include classical tasks such as clustering or regression. This has led to a renewed interest in estimation and inference for the mode. This paper offers an extensive survey of the traditional approaches to mode estimation and explores the consequences of applying this modern modal methodology to other, seemingly unrelated, fields.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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