推荐的稳健回归技术,而不是普通最小二乘回归。
Robust regression techniques are recommended instead of ordinary least square regression.
[目的]探讨一种基于秩次的稳健回归分析方法-R估计。
[Methods]The theory of Rank-based regression, its algorithm and the application were discussed.
在动态测试数据处理中,常常要进行稳健回归分析和最小最大值回归分析。
Robust regression analysis and minimax residual error analysis are two aspects in data processing of dynamic measurement.
稳健回归分析(RRA),就是这样一种相当常用与有效的数据驱动方法。
The robust regression analysis (RRA) is such one kind quite commonly used and the effective data actuation method.
方法采用基于MVT和LMS方法的一种稳健主成分回归方法来诊断异常点,并结合实例进行方法的对比。
Methods We introduce a robust principal component regression based on MVT and LMS to detect outliers, and compare methods using a practical example.
针对一个线性回归模型的系统矩阵存在的随机扰动情况,提出一种基于均匀设计的稳健参数估计算法。
A robust parameters estimation algorithm is proposed in this paper, which is based on uniform design for a linear regression model in the case of its coefficient matrix with random disturbance.
就这两类回归模型,从稳健统计的角度提出相应的稳健方法,并通过例子与现有的方法进行比较,说明所提方法的稳健性。
Based on robust statistics, robust approaches are represented for these fuzzy regression models, and are illustrated with several examples in order to show the robustness of the suggested approaches.
在自主研发的滤光片型近红外检测仪上通过用多元线性回归算法选择最优定量波长,为仪器提供了稳健的定量模型。
A stable quantitative model is provided for a developed filter-based near infrared detection instrument by using a multiple linear regression algorithm to select the optimal quantitative wavelength.
本文将使用相对于最小二乘法更具有稳健性的分位点回归估计法。
So we introduced and used quantile regression method, which was robust in this situation.
第四章为实证研究结果与检验,包括因子分析、回归分析和稳健性检验。
Chapter 4 is the result and verification of empirical study, with factor analysis, regression analysis, and robustness test.
第四章为实证研究结果与检验,包括因子分析、回归分析和稳健性检验。
Chapter 4 is the result and verification of empirical study, with factor analysis, regression analysis, and robustness test.
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