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增广最小二乘估计
- 如果噪声e(k)为有色噪声时,采用最小二乘辨识系统参数为有偏估计,为改善噪声e(k)为有色噪声模型的系统参数估计的统计特性,提出一种增广矩阵的方法
广义最小二乘法
- 广义最小二乘法也是为了改善噪声e(k)为有色噪声时,采用最小二乘和加权最小二乘辨识系统参数为有偏估计的问题。其基本思想是:引入一个所谓白化滤波器,把相关噪声e(k)转化为白噪声v(k),从而达到应用最小二乘法无偏估计的目的。
pls.偏最小二乘回归的软件代码
- 这是做偏最小二乘回归的软件代码,在matlab中可以实现,This is so partial least-squares regression of the software code in matlab can be achieved in
pls-for-matlab.rar
- 偏最小二乘算法在MATLAB中的实现,直接将文件拷贝至matlab文件夹下,即可使用。详细使用方法见代码本身,Partial least-squares algorithm in MATLAB in the realization of a file copy directly to the matlab folder, you can use. See detailed use of the code itself
Pls_tool-tem.rar
- pls算法工具箱。偏最小二乘回归≈多元线性回归分析+典型相关分析+主成分分析 ,pls algorithm toolbox. Partial least-squares regression ≈ multiple linear regression analysis, canonical correlation analysis++ Principal component analysis
lab432.rar
- 主成分分析和偏最小二乘SquaresPrincipal成分分析( PCA )和偏最小二乘( PLS ) ,广泛应用于工具。此代码是为了显示他们的关系,通过非线性迭代偏最小二乘( NIPALS )算法。 ,Principal Component Analysis and Partial Least SquaresPrincipal Component Analysis (PCA) and Partial Least Squares (PLS) are widely used tools. Thi
KPLS
- 基于核函数的偏最小二乘算法,先对原矩阵进行核函数非线性变化,再用非线性迭代求解-Kernel-based partial least-squares algorithm, first the original non-linear function of changes in the nuclear matrix, and then non-linear iterative solution
itoolbox
- 一些偏最小二乘法(PLS)间隔偏最小二乘(siPLS)联合区间偏最小二乘等的建模代码。-A number of partial least squares (PLS) interval partial least squares (siPLS) Joint interval partial least squares modeling code, etc..
pls1
- matlab下偏最小二乘回归模型 交叉有效性验证,及奇异点发现 -matlab partial least-squares regression model of cross-validation, and the singular points found
pls
- 偏最小二乘回归方法及其应用 很有用的书籍 分析数据很有用-Partial least-squares regression method and its application very useful analysis of data useful books
genpls
- 结合于遗传算法的偏最小二乘 光谱数据与非光谱数据均可使用-Combination of genetic algorithm in the partial least-squares spectral data with non-spectral data can be used
pls
- 偏最小二乘程序 标准化 求矩阵的最大特征值及对应特征向量-pls
PLS_pack
- 偏最小二乘算法代码及相关说明,在机器学习,实时数值仿真中用得较多-partial least square algorithm. there are many application in mahcine learning and real-time simulating.
PLScode
- 一段matlab下的偏最小二乘回归代码,希望对大家有用.-Under a partial least-squares regression matlab code, and want to be useful to everyone.
偏最小二乘回归法
- 用偏最小二乘回归法对多自变量和多因变量问题求解(The independent variables and the dependent variable problem solving by partial least squares regression method)
偏最小二乘回归的线性与非线性方法(书.王惠文)
- 偏最小二乘回归的线性与非线性方法,王惠文著。讲了偏最小二乘通径回归模型和递阶偏最小二乘回归模型。(Partial Least Squares Regression Linear and Nonlinear Methods, by Wang Huiwen. The partial least square path regression model and the hierarchical partial least-squares regression model are introduced.
python 偏最小二乘法
- 包含python实现偏最小二乘回归的源代码,同时文件中还有所需数据格式(Contains python partial least-squares regression source code, at the same time the file also has the required data format.)
偏最小二乘算法多输入单输出系统仿真
- 偏最小二乘算法(PLS)多通道输入单通道输出系统仿真
偏最小二乘PLS和一些光谱预处理的matlab程序
- 可以对光谱数据进行预处理,除了偏最小二乘法之外,也有一些其他方法(Besides the partial least square method, there are also some other methods)
Matlab偏最小二乘法用于判别分析
- MATLAB偏最小二乘法用于判别分析,亲测可用(The partial least squares method of MATLAB is used for discriminant analysis, and the pro-test is available.)