并对试验结果运用偏最小二乘法与残差分析进行回归分析。
The test result was analysed with Partial Least Square and Residual analyse.
本文介绍了偏最小二乘法在挖掘统计数据中的异常值上的应用。
This paper introduces the use of Partial-Least-Regression to find abnormal data in mining statistic data.
采用一阶导数方法对光谱进行预处理；利用偏最小二乘法建立模型。
The original spectrum is processed by using first derivative, and applying Partial Least-Squares method to set up linear mathematical model.
采用偏最小二乘法(PLS)建立定标模型，并对原始光谱进行预处理。
The NIRS calibration models were developed using the partial least squares (PLS) regression technique.
在统计工具箱中，增加了交叉验证，特征选择，拟随机数和偏最小二乘法。
Cross validation, feature selection, quasi-random numbers, and partial least squares in Statistics Toolbox.
将小波变换和多维偏最小二乘法相结合用于近红外光谱定量校正模型的建立。
A new multivariate calibration method for near infrared spectroscopy quantitative analysis was proposed based on wavelet analysis and N-way partial least square method.
对结构方程模型——偏最小二乘法分析的模型结构、迭代原理进行了具体研究。
In this paper, the model structure and iterative theory of the structural equation modeling is studied.
采用主成分回归和偏最小二乘法分别对血糖近红外光谱进行分析，建立数学校正模型。
Analyze the near infrared spectrum of the glucose concentration using main component regression and partial least square algorithm, build up the adjusting mathematical model.
方法采用偏最小二乘法(PLS)对校正集进行校正，并对预测集中的样本进行预测。
Methods Partial least square (PLS) method was used to train the training sets and predict the predictive sets.
研究结果表明，电化学传感器结合偏最小二乘法检测蜂蜜的还原能力的思路是可行的。
This work shows that electrochemical sensor combined with PLS has a significant potential in detection of reducing power of honey.
采用主成分回归（PCR）和偏最小二乘法（PLS）对试验数据进行了多元统计分析。
Then all data were analyzed by principal component regression (PCR) and partial least square (PLS).
多元统计过程介绍了三种主要的方法：主元分析法、偏最小二乘法和核函数概率密度估计法。
About multivariate statistical process, three methods are introduced: Principal Component Analysis, Partial Least Squares, Kernel Density Estimation.
采取偏最小二乘法(PLS)建立起近红外光谱法快速测量植物纤维原料的甲氧基含量的模型。
Rapid determination model of the methoxyl group content in plant fibrous material was established by the integration of near-infrared spectroscopy and partial least squares (PLS).
为了比较算法的性能，作者又分别采用了偏最小二乘法、主成分分析结合BP神经网络进行数据处理。
To compare arithmetic performance, the authors also processed the spectral data with partial least squares and PCA-BP neural network.
采用偏最小二乘法(PLS)等方法建立了食用调和油中花生油含量定量分析的近红外光谱定标模型。
Calibration models of quantitative analysis of the content of peanut oil in blended edible oil were built using partial-least-square (PLS) regression and other methods.
神经网络偏最小二乘法(NNPLS)被应用于一种甲烷氧化偶联多组分催化剂的鲁棒反应模型的建立。
In this paper neural network partial least square (NNPLS) was used to establish a robust reaction model for a multi-component catalyst of methane oxidative coupling.
讨论了采用偏最小二乘法（PLS）建立校正模型过程中样品预处理及利用常规吸收峰优选波长的方法。
The sample pre-treatment during setting up the correcting model by partial least-squares (PLS) and the way of optimizing wavelength according to normal absorption peak are discussed.
提出了一种神经网络(ANN)和偏最小二乘法(PLS)结合的新的近红外(N IR)多组分分析法。
The present paper presents a new NIR multi-component analysis method with Artificial Neural Network (ANN) and Partial Least Square Regression (PLS).
本文将偏最小二乘法(PLS)用于分光光度法同时测定混合氨基酸体系中的苯丙氨酸、色氨酸和酪氨酸。
The partial least square (PLS) method for spectrophotometric simultaneous determination of phenylalanine, tryptophan and tyrosine in the mixed amino acids was studied.
采用偏最小二乘法分别建立校正集样本中5个检测指标的NIR定量分析模型，并对验证集样本进行预测。
The NIR quantitative analysis models of 5 detection indexes in validation set was established using partial least squares(PLS) method.
本文用偏最小二乘法（PLS）方法来解析荧光的激发发射矩阵（EEM），直接定量分析荧光混合物试样。
An excitation-emission matrix(EEM) and partial least squares method (PLS) were used to quantitatively determine fluorescent mixed samples.
应用偏最小二乘法结合近红外光谱法（NIRSPLS）对吡嗪酰胺片中吡嗪酰胺的含量进行了非破坏性定量分析。
Near infrared diffuse reflectance spectroscopy with partial least square fitting (NIRSPLS) was applied for nondestructive quantification of the content of Pyrazinamide in Pyrazinamide tablets.
研究了用偏最小二乘法（ PLS）同近红外漫反射光谱结合，对西米替丁粉末药品进行快速定量分析的方法，建立了最佳的数学校正模型。
The application of PLS and near-infrared spectroscopy for Cimetidine power rapid quantitative analysis were investigated and the best mathematic calibration models were built.
结果表明，基于提取的茶叶近红外光谱数据，利用偏最小二乘法（PLS）的甄别效果优于标准法，可以直观地将59个来自不同产地、品种和加工工艺的茶叶样品进行准确的分类判定。
The results showed that the model of PLS was better than that of standard algorithm. Depending on the collected NIR data of 59 tea samples with different regions, assortment and manufact…
文章介绍了偏最小二乘法在傅里叶变换红外光谱中的应用，对改进算法，如移动窗口PLS (MWPLS)、稳健pls (RPLS)、加权PLS (WPLS)和非线性PLS等进行了介绍。
The applications of PLS to FTIR were mentioned. Improved algorithms were presented, such as moving Windows PLS (MWPLS), robust PLS (RPLS), weighted PLS (WPLS), and non-linear PLS.
在原位标定输入输出观测数据均含有噪声的情况下，应用传统的最小二乘法进行参数辨识将会得到有偏的结果。
If both of the input and output data in in-situ calibration contain have noises, the result will be a biased one when the traditional least squares method is used for parameter identification.
该系统能进行自动零点校准、偏位法补偿，采用步进激励、步进采样、最小二乘法进行运放参数的测试，应用的原理在国内外均属一项新技术。
It estimated parameters of amplifiers of step-by-step excitation, step-by-step sample, least squares. The principle of measuring system is a new technology abroad and in our country.
该系统能进行自动零点校准、偏位法补偿，采用步进激励、步进采样、最小二乘法进行运放参数的测试，应用的原理在国内外均属一项新技术。
It estimated parameters of amplifiers of step-by-step excitation, step-by-step sample, least squares. The principle of measuring system is a new technology abroad and in our country.
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