logo
科言猫学术研究的AI总结
language
手机端手机端
  • Phone Feature微信小程序
简体中文简体中文
notice消息通知
博客博客
delete
arrow
返回

Non-parametric inference for density modes

delete2015-04-07
delete32
delete
OA
AI
C
Christopher R. Genovese
M
Marco Perone-Pacifico
I
Isabella Verdinelli *
L
Larry Wasserman
DOI：10.1111/rssb.12111delete
delete原文链接
delete分享
delete收藏
查看原文
摘要

摘要

En 中文
我们在密度估计的模式下得出Hessian特征值的非参数置信区间。这提供了有关模式的强度和形状的信息，也可以用作显着性测试。我们使用数据拆分方法，其中通过使用数据的前半部分来识别潜在模式，并使用数据的后半部分进行推断。为了获得特征值的有效置信度集，我们使用基于基本对称多项式变换的自举。这导致有效的引导置信度集，而不管特征值中的任何多重性。我们还提出了一种新的带宽选择方法，即选择带宽以最大化重要模式的数量。我们通过实例表明，这种方法效果很好。即使真实分布是奇异的，因此没有密度 (在这种情况下，交叉验证选择零带宽)，我们的方法也会选择合理的带宽。
Keyword:
Bootstrap
Density estimation
Modes
Persistence
AI总结

AI总结

对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。

期刊

J
Journal of the Royal Statistical Society Series B-Statistical Methodology
IF:
3.6
论文数:
1.5K
被引数:
3.2W

机构

C
Carnegie Mellon University
学者数:
1.4W
论文数: 1.4W
被引数: 2.7W
S
sapienza university rome
学者数:
6.3W
论文数: 4.7W
被引数: 381
引用论文

引用论文

HIV gp120 Plus Specific Peptides Are Recognized in a Similar Manner to Specific HLA Plus Peptide by HLA-Restricted Antigen-Specific T-Cell Lines
errViral Immunology
IF0
err2000-01-01
err0
PREAI
errJ. SHEIKH; B. SOUBERBIELLE; M. WESTBY; B. AUSTEN; A.G. DALGLEISH
err分享
err收藏
A quantitative and qualitative assessment of the bonding of 3-methacryloxypropyltrimethoxysilane to filler surfaces using XPS and SSIMS (FABMS) techniques
errJournal of Colloid and Interface Science
IF0
err1987-05-01
err0
PREAI
errF Garbassi; E Occhiello; C Bastioli; G Romano
err分享
err收藏
Multiscale inference about a density
errANNALS OF STATISTICS
IF3.7
err2008-08-01
err63
errOAAI
errDuembgen, Lutz; Walther, Guenther
err分享
err收藏
Environmental Stress and Photosynthesis
errProgress in Photosynthesis Research
IF0
err1987-01-01
err0
PREAI
errGunnar Öquist
err分享
err收藏
Uniform in bandwidth consistency of kernel-type function estimators
errANNALS OF STATISTICS
IF3.7
err2005-06-01
err219
errOAAI
errEinmahl, U; Mason, DM
err分享
err收藏
Waste ashes as catalysts for the pyrolysis–catalytic steam reforming of biomass for hydrogen-rich gas production
errJournal of Material Cycles and Waste Management
IF0
err2019-05-24
err0
errOAAI
errAmal S. Al-Rahbi; Paul T. Williams
err分享
err收藏
Effects and mechanism of short chain fatty acids on lipopolysaccharide induced acute respiratory distress syndrome in rats短链脂肪酸对脂多糖诱导的大鼠急性呼吸窘迫综合征的效应及机制
err
IF0
err
err0
PREAI
err
err分享
err收藏
IoT-Based COVID-19 Patient Monitor with Alert System
errLecture Notes in Electrical Engineering
IF0
err2021-10-12
err0
PREAI
errArjun Sharma; B. Nagajayanthi; A. Chaitanya Kumar; Shirish Dinakaran
err分享
err收藏
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes
errLecture Notes in Computer Science
IF0
err2018-10-09
err0
PREAI
errPengyuan Lyu; Minghui Liao; Cong Yao; Wenhao Wu; Xiang Bai
err分享
err收藏
A deep learning model for predicting river flood depth and extent
errEnvironmental Modelling & Software
IF0
err2021-11-01
err0
PREAI
errHossein Hosseiny
err分享
err收藏
学者 查看更多内容