Asymptotic Distribution of Probabilities of Misclassification for Edgeworth Series Distribution (ESD)

Awogbemi Clement Adeyeye

首页> 外文期刊>Engineering Mathematics >Asymptotic Distribution of Probabilities of Misclassification for Edgeworth Series Distribution (ESD)

【24h】

Asymptotic Distribution of Probabilities of Misclassification for Edgeworth Series Distribution (ESD)

机译：EdgeWorth系列分布（ESD）错误分类概率的渐近分布

获取原文

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

The exact distribution of the test statistics in multivariate case is quite complicated in many situations, even when the underlying distribution is multivariate normal. This is due to the complex nature of the expression and therefore, there is a need to derive the asymptotic expression for the distribution. In this study, the asymptotic distribution of errors of misclassification for Edgeworth Series is derived by using Taylor's expansion. The error of misclassification for the conditional probability of misclassification was expanded around the means emanating from populations one and two using approximated mean and variance of the errors of misclassification. The distribution of error of misclassification of the conditional probability of misclassification for ESD is approximately normal with mean zero and variance one.

机译：在许多情况下，多变量案例中的测试统计的确切分布在许多情况下，即使基本分布是多变量正常的情况。这是由于表达的复杂性，因此，需要导出分布的渐近表达。在这项研究中，通过使用泰勒的扩张来得出边缘Worth系列错误分类误差的渐近分布。使用近似平均值和错误分类误差的差异和变化，将错误分类错误分类错误分类错误分类概率扩展。错误分类错误分类误差的分配概率对于ESD的分类概率大致正常，其平均零和方差1。

著录项

来源
《Engineering Mathematics》 |2020年第1期|共9页
作者
Awogbemi Clement Adeyeye;
展开▼
作者单位

展开▼
收录信息
原文格式 PDF
正文语种
中图分类
关键词
Asymptotic DistributionProbability of MisclassificationEdgeworth Series DistributionApproximate MeanApproximate Variance;

机译：错误分配的渐近分布可用于分发的分发百分子普通差异方差;

相似文献

外文文献
中文文献
专利

1. Errors of Misclassification Associated with Edgeworth Series Distribution (ESD) [J] . Awogbemi Clement Adeyeye, Onyeagu Sidney Iheanyi American Journal of Theoretical and Applied Statistics . 2019,第6期

机译：Edgeworth系列分布（ESD）带来的错误分类错误
2. DISTRIBUTION OF ERRORS OF MISCLASSIFICATION FOR THE LINEAR DISCRIMINANT FUNCTION (A CASE OF EDGEWORTH SERIES NON NORMAL DISTRIBUTION) [J] . Awogbemi C.A., Onyeagu S.I. Mathematical Theory and Modeling . 2018,第4期

机译：线性判别函数的误分类误差分布（以edgeworth级数为非正态分布的情况为例）
3. Second-Order Asymptotics of Conversions of Distributions and Entangled States Based on Rayleigh-Normal Probability Distributions [J] . Wataru Kumagai, Masahito Hayashi IEEE Transactions on Information Theory . 2017,第3期

机译：基于瑞利-正态概率分布的分布和纠缠态的二阶渐近性
4. A Novel Intelligent Technique for Product Acceptance Process Optimization on the Basis of Misclassification Probability in the Case of Log-Location-Scale Distributions [C] . Nicholas Nechval, Gundars Berzins, Konstantin Nechval International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems . 2019

机译：对数-位置-比例分布情况下基于错误分类概率的产品接受过程优化的智能技术
5. Two essays in time series analysis: I. Some issues about time series decomposition and seasonal adjustment. II. Asymptotic distributions of some portmanteau statistics for nonstationary time series. [D] . Chu, Yea-Jane. 2000

机译：时间序列分析中的两篇文章：I.关于时间序列分解和季节调整的一些问题。二。非平稳时间序列的某些Portmanteau统计量的渐近分布。
6. Niche and neutral models predict asymptotically equivalent species abundance distributions in high-diversity ecological communities [O] . Ryan A. Chisholm, Stephen W. Pacala 2010

机译：生态位和中性模型预测高多样性生态群落中的渐近等价物种丰富度分布
7. Constructing asymptotic series for probability distributions of Markov chains with weak and strong interactions [O] . R. Z. Khasminskii, G. Yin, Q. Zhang 1997

机译：用弱强和互动构建马尔可夫链概率分布的渐近系列
8. Asymptotic Expansions of the Distributions of Some Classification Statistics and the Probabilities of Misclassification when the Training Samples are Dependent. [R] . das gupta, somesh bandyopadhyay, shibdas 1976

机译：一类分类统计量分布的渐近展开及训练样本依赖时的误分类概率。

Asymptotic Distribution of Probabilities of Misclassification for Edgeworth Series Distribution (ESD)

摘要

著录项

相似文献

相关主题

期刊订阅