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In many methods, PLS is a useful method for dealing with the collinearities.This paper discusses and researches the method of PLS, and mainly does following several aspects.First, the harm of the collinearity in the regression model is discussed, and several methods of dealing the collinearity are introduced.

本文对偏最小二乘法进行了探讨和研究,主要做了以下几方面的工作:第一,本文提出了多重共线性问题,讨论了共线性在回归建模中引起的危害,并介绍了处理多重共线性的几种常用方法。

Since the multiple scattering should be considered, the scattering problem of many-cylinders is more complicated than single cylinder. By using scattering matrix method to solve the scattering problem of many-cylinders, first we have to express the incident fieldand scattered field by special function(for example, Bessel function and Hankel function)under cylindrical coordinate, then use the addition theorem of special function to get a linear system of equations to relate the incident field coefficients and scattered field coefficients. The incident and scattered field coefficients for every cylinder can be solved from the linear equations by matching electromagnetic boundary condition pointwisely.

单颗圆柱散射体的散射场解析解很早就被解出,而多个圆柱阵列的散射场问题因为涉及到入射光在圆柱与圆柱间的多重散射,故散射行为较单颗圆柱的散射复杂,因此圆柱阵列的多重散射问题需要利用加法定理来处理;散射矩阵法的主要精神即是先用圆柱座标下的特殊函数对平面波和圆柱散射体的内外域电磁场做无穷级数展开,再藉由特殊函数的加法定理将所有圆柱散射体的展开中心移到同一个展开中心,最后可以得到一组连结整个散射系统的入射电磁场系数及散射电磁场系数的线性方程组,将该组线性方程配合电磁场在散射体边界的连续条件,便可分别求出圆柱阵列中各个圆柱体的内部电磁场与外部散射场,再利用线性叠加原理即可求得整个圆柱系统的全域电磁场分布。

A single company - the Applicant , Multiple Listee or Authorized Agent - can be designated to handle the UL Multiple Listing interface .

一个单独的公司-申请人,多重列名者或授权代理机构都可以被指定进行处理UL多重列名界面

And the author also gave us a example, the method is a new method to lower the dimensions of data.

该方法是不同于主成分分析法的一种新的降维方法,它能有效地减小多重共线性问题带来的影响,尤其在处理数据多重相关性突出的武器费用数据时,该方法有着良好的效果,最后,作者用一个实用算例证明了其有效性和可行性。

Color image sequence is presented by multivectors in geometric algebra,it is proved that if meet the constrained conditions for color optical flow analysis,a multivector instead of multichannel image processing method can be used to represent the continued distribution of images to expand the measurement range.

在几何代数域内对彩色图像序列用多重矢量表示,证明了彩色光流场分析时进行约束条件时的测量问题,通过多重矢量而非多通道的图像处理方法来表示图像连续特性,从而扩大了测量范围;然后依据物体色彩在运动过程中保持不变的原理,在几何代数域内推导了彩色图像序列的光流约束方程及其解法。

Some techniques, such as multiprocessor organization, pipeline, virtual memory, ring-protection of main memory, multiple memory modules with address interleaving, cache, RAS and 1/O standard interface, have been employed in the system. A simple form of single-arm-latch has been adopted. Operating system used in HDS-9 is symmetric to each processor.

此机在系统结构上采用多重处理机结构,流水线控制技术,虚拟存储器技术,存储器环状保护技术,存储器多模交叉访问,高速缓冲技术,RAS技术,统一标准接口的I/O系统;在工艺技术方面采用高密度组装技术,用SSI-TTL电路组成单臂门闩触发器系统;在系统软件方面采用匀称或平等的操作系统来处理多重处理机关系。

Some techniques, such as multiprocessor organization, pipeline, virtual memory, ring-protection of main memory, multiple memory modules with address interleaving, cache, RAS and 1/O standard interface , have been employed in the system. A simple form of single-arm-latch has been adopted.

此机在系统结构上采用多重处理机结构,流水线控制技术,虚拟存储器技术,存储器环状保护技术,存储器多模交叉访问,高速缓冲技术,RAS技术,统一标准接口的I/O系统;在工艺技术方面采用高密度组装技术,用SSI-TTL电路组成单臂门闩触发器系统;在系统软件方面采用匀称或平等的操作系统来处理多重处理机关系。

This paper proposes a network parallel computing approach for hydromechanical problem on rectangle domain using line-relaxation method.A multigrid method with virtual nodes for the second kind boundary condition and a parallel scheme of zebra-line-relaxation multigrid technique are discussed.

提出了一个用线松弛法解决长矩形区域流场问题的网络并行方案,详细讨论了使用虚拟节点处理第2类边值条件的多重网格技术和斑马线松弛多重网格技术的并行化方法,给出了从计算方法到它的并行化的完整过程。

Moreover, classical multigrid methods, such as W-cycle and Variable V-cycle, are shown to be convergent uniformly for this mortar type TRUNC element.

我们还用经典多重网格方法(可变的V-循环、W-循环)求解带mortar条件的TRUNC元解,证明所构造的网格转移算子满足收敛性条件,从而传统多重网格方法作预处理的条件数为一致有界。

At last, the research test the logistic regression model with sample dada. The results are as the following:(1)Based on the time series dada, the financial early-warning model contains more crucial information reflecting the dada characters, so it can avoid the obvious logic problem in the other analysis such as single section dada and multi-section dada analysis. The test result indicate that the new model have a more accuracy than others.(2) the research adopt the global principal component analysis to settle the problem of multiple collinearity, so the model would be more normative and precise.(3)the early-warning model uses the backward method to regress, so it gets a terser model of only five variables, but it still has a precise forecasting ability.

通过本文研究说明:(1)建立以时序数据为基础的财务危机预警模型,提高了样本中重要财务趋势特征的信息含量,从而克服了国内外单截面及多重截面分析中普遍存在的明显逻辑问题,检验结果表明,利用时序数据建立的logistic财务危机判别模型较截面数据基础模型的判别准确率要高;(2)采用全局主成份分析方法解决了模型中因子间的多重共线性问题,这一处理使logistic回归方法应用的规范度和严谨度得到明显改善;(3)我们采用向后逐步回归的办法进行回归,使模型大大得到了简化,其中只包含五个自变量,但是它的整体预测准确性却仍然比较高,使模型更具有实用性。

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