Some asymptotic results of a kNN conditional mode estimator for functional stationary ergodic data

IF 0.6 4区数学 Q4 STATISTICS & PROBABILITY

Communications in Statistics - Theory and Methods Pub Date : 2024-08-12 DOI:10.1080/03610926.2024.2384557

Somia Guenani, Wahiba Bouabsa, Fetitah Omar, Mohammed Kadi Attouch, Salah Khardani

引用次数: 0

Abstract

This article investigates the conditional mode estimation of a univariate response variable given a functional random covariate (i.e., valued in some infinite-dimensional space) whenever a stationa...

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函数静态遍历数据 kNN 条件模式估计器的一些渐近结果

本文研究了单变量响应变量的条件模式估计，该变量给定了一个函数随机协变量（即在某个无限维空间中取值），每当该协变量有一个静态模式时，该变量的条件模式估计就会发生变化。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Communications in Statistics - Theory and Methods 数学-统计学与概率论

CiteScore

2.00

自引率

12.50%

发文量

320

审稿时长

7.5 months

期刊介绍： The Theory and Methods series intends to publish papers that make theoretical and methodological advances in Probability and Statistics. New applications of statistical and probabilistic methods will also be considered for publication. In addition, special issues dedicated to a specific topic of current interest will also be published in this series periodically, providing an exhaustive and up-to-date review of that topic to the readership.