A result of convergence about weighted sum for exchangeable random variable sequence in the errors-in-variables model

CQUET-IR

	A result of convergence about weighted sum for exchangeable random variable sequence in the errors-in-variables model
	Yang, Mei
	2017-06-01
发表期刊	Advances in Modelling and Analysis A
ISSN	1258-5769
卷号	54 期号:2 页码:322-332
摘要	This thesis discusses linear EV (errors-in-variables) regression models, that is, regression models with measurement errors. Because in practice, data are often obtained with measurement errors, EV model is more fit for application than the ordinary regression model. However, it is more complicated in the statistical inference and analysis, so research about this theory is very difficult. Due to the application of statistics, when the weight function uses real variables in EV model, we extend the consistency of the weighted sum for the independent random variable sequence and obtain a result of convergence about the weighted sum for the exchangeable random variable sequence in EV model. © 2017 AMSE Press. All rigts reserved.
关键词	Measurement errors Random variables Real variables Regression analysis Errors in variables Errors-in-variables models Ev models Independent random variables Regression model Statistical inference Weight functions Weighted Sum
收录类别	EI
语种	英语
出版者	AMSE Press, 16 Avenue Grauge Blanche, Tassin-la-Demi-Lune, 69160, France
EI入藏号	20181605022174
EI分类号	921 Mathematics ; 922.1 Probability Theory ; 922.2 Mathematical Statistics
原始文献类型	Journal article (JA)
文献类型	期刊论文
条目标识符	https://ir.cqcet.edu.cn/handle/39TD4454/3118
专题	重庆电子科技职业大学
作者单位	Chongqing College of Electronic Engineering, Chongqing; 401331, China
第一作者单位	重庆电子科技职业大学
推荐引用方式 GB/T 7714	Yang, Mei. A result of convergence about weighted sum for exchangeable random variable sequence in the errors-in-variables model[J]. Advances in Modelling and Analysis A,2017,54(2):322-332.
APA	Yang, Mei.(2017).A result of convergence about weighted sum for exchangeable random variable sequence in the errors-in-variables model.Advances in Modelling and Analysis A,54(2),322-332.
MLA	Yang, Mei."A result of convergence about weighted sum for exchangeable random variable sequence in the errors-in-variables model".Advances in Modelling and Analysis A 54.2(2017):322-332.