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partial least squares regression

  • 偏最小二乘回归:一种统计学方法,通过投影预测变量和观测变量到一个新空间来寻找一个线性回归模型。

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  偏最小二乘

...关键词:软测量;偏最小二乘;PTA溶剂脱水塔;回归;主成份回归 [gap=1054]Keywords:Soft-sensing; Partial least squares regression; PTA solvent dehydration tower; Regression; Principle component regression ..

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  偏最小二乘法

推断模型一般是基于神经网络的非线性模型和基于偏最小二乘法(PLS,Partial Least Squares Regression)回归的线性模型。 (5)提高工厂试验效率 为了保证控制性能,得到准确的动态模型至关重要。

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  偏最小二乘回归分析

...认证考试 金融/证券 文学/艺术/军事/历史 2009,45(26) 1 引言 偏最小二乘回归分析Partial Least Squares Regression, PLSR)是从应用领域提出的一种新型的多元统计分析方法。

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短语

partial least-squares regression method 偏最小二乘回归法

partial least squares regression method 偏最小二乘回归法

Weighted partial least squares regression 和加权偏最小二乘回归

adaptive partial least squares regression 自适应偏最小二乘回归

Kernel Partial Least Squares Regression 核偏最小二乘回归

partial least squares regression model 偏最小二乘回归模型

partial least-squares regression model 偏最小二乘回归模型

partial least-squares regression analysis 偏最小二乘回归分析法

Partial Least squares Regression Regression 偏最小二乘回归分析

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  • 偏最小二乘回归 - 引用次数:25

    参考来源 - 顾客满意度模型研究

·2,447,543篇论文数据,部分数据来源于NoteExpress

Partial least squares regression

  • abstract: Partial least squares regression (PLS regression) is a statistical method that bears some relation to principal components regression; instead of finding hyperplanes of minimum variance between the response and independent variables, it finds a linear regression model by projecting the predicted variables and the observable variables to a new space. Because both the X and Y data are projected to new spaces, the PLS family of methods are known as bilinear factor models.

以上来源于: WordNet

双语例句

  • But the partial least squares regression models can be expressed by the original variables.

    但是由于最小二乘回归模型最终可以表示为原有所有变量的回归方程。

    youdao

  • It has been shown that partial least squares regression is a good method that can be adopted.

    实践表明,最小二乘回归种可以采用的方法

    youdao

  • In this paper the factor analysis method is presented to transform orthogonally the optimal subspace, which is obtained from partial least squares regression.

    本文提出采用因素分析方法,对最小二乘回归优子空间进行正交变换

    youdao

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