Partial Least Squares Regression and Its Modeling Realization

机译：部分最小二乘回归及其建模实现

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摘要

In this paper, partial least squares regression is introduced. And the modeling steps and the realization of the modeling algorithm for building a PLSR2 model are given. Moreover, a numerical example is presented.

机译：本文介绍了局部最小二乘回归。给出了对构建PLSR2模型的建模步骤和建模算法的建模步骤和实现。此外，提出了一个数值例子。

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《International Conference on Management and Service Science》|2009年||共3页
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作者
Yong Li;
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原文格式 PDF
正文语种
中图分类 C93-53;
关键词
Partial least squares regression; Multicollinear; Power method;

机译：偏最小二乘回归;多型数量;POWER方法;

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2. Stability indicating analysis of bisacodyl by partial least squares regression, spectral residual augmented classical least squares and support vector regression chemometric models: A comparative study [J] . Ibrahim A. Naguib Bulletin of Faculty of Pharmacy, Cairo University . 2011,第2期

机译：通过偏最小二乘回归，光谱残差增强经典最小二乘和支持向量回归化学计量学模型对比沙可啶进行稳定性指示分析的比较研究
3. Can partial least squares regression separate the effects of body size and growth on later blood pressure?: Partial least squares regression. [J] . Cole TJ Epidemiology . 2010,第4期

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4. Partial Least Squares Regression and Its Modeling Realization [C] . Li Yong International Conference on Management and Service Science;MASS 2009 . 2009

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5. Generalized Partial Least Squares Approach for Nominal Multinomial Logit Regression Models with a Functional Covariate. [D] . Albaqshi, Amani Mohammed H. 2017

机译：具有函数协变量的名义多项式对数回归模型的广义偏最小二乘方法。
6. Hierarchical Cluster-based Partial Least Squares Regression (HC-PLSR) is an efficient tool for metamodelling of nonlinear dynamic models [O] . Kristin Tøndel, Ulf G Indahl, Arne B Gjuvsland, 2011

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7. Stability indicating analysis of bisacodyl by partial least squares regression, spectral residual augmented classical least squares and support vector regression chemometric models: A comparative study [O] . Ibrahim A. Naguib 2011

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Partial Least Squares Regression and Its Modeling Realization

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