Good-bootstrap: simultaneous confidence intervals for large alphabet distributions

IF 0.8 4区 数学 Q3 STATISTICS & PROBABILITY Journal of Nonparametric Statistics Pub Date : 2024-02-12 DOI:10.1080/10485252.2024.2313706
Daniel Marton, Amichai Painsky
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Abstract

Simultaneous confidence intervals (SCI) for multinomial proportions are a corner stone in count data analysis and a key component in many applications. A variety of schemes were introduced over the...
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Good-bootstrap: 大字母分布的同步置信区间
多项式比例的同步置信区间(SCI)是计数数据分析的基石,也是许多应用中的关键组成部分。在过去的数年中,人们引入了多种方案。
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来源期刊
Journal of Nonparametric Statistics
Journal of Nonparametric Statistics 数学-统计学与概率论
CiteScore
1.50
自引率
8.30%
发文量
42
审稿时长
6-12 weeks
期刊介绍: Journal of Nonparametric Statistics provides a medium for the publication of research and survey work in nonparametric statistics and related areas. The scope includes, but is not limited to the following topics: Nonparametric modeling, Nonparametric function estimation, Rank and other robust and distribution-free procedures, Resampling methods, Lack-of-fit testing, Multivariate analysis, Inference with high-dimensional data, Dimension reduction and variable selection, Methods for errors in variables, missing, censored, and other incomplete data structures, Inference of stochastic processes, Sample surveys, Time series analysis, Longitudinal and functional data analysis, Nonparametric Bayes methods and decision procedures, Semiparametric models and procedures, Statistical methods for imaging and tomography, Statistical inverse problems, Financial statistics and econometrics, Bioinformatics and comparative genomics, Statistical algorithms and machine learning. Both the theory and applications of nonparametric statistics are covered in the journal. Research applying nonparametric methods to medicine, engineering, technology, science and humanities is welcomed, provided the novelty and quality level are of the highest order. Authors are encouraged to submit supplementary technical arguments, computer code, data analysed in the paper or any additional information for online publication along with the published paper.
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