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regression model
对统计关系进行定量描述的一种数学模型。
如多元线性回归的数学模型可以表示为，式中，β0，β1，…，βp是p个待估计的参数，εi是相互独立且服从同一正态分布N(0,σ2)的随机变量，y是随机变量；x可以是随机变量，也可以是非随机变量,βi称为回归系数，表征自变量对因变量影响的程度。
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A C# implementation of a general weighted linear regression with complete statistics.... such as the multiple correlation coefficient, http://www.codeproject.com/KB/recipes/LinReg.aspx The code manually derives the expression fm(x1,x2,x3,...,xk) for the equally spaced points in (k+1) dimensions, where m is the order of the Multi Dimensional Multivariable Least Squares Regression http://www.mathworks.com/matlabcentral/fileexchange/22865 Multivariate Gaussian Distribution 多元高斯分布计算代码 2009年06月12日 信息 热心分享 MATLAB 6.1Multivariate Gaussian Distribution 多元高斯分布计算代码 2009年06月12日 信息 热心分享 MATLAB 6.1 (R12. http://www.codesoso.com/code/Multivariate_Gaussian_Distribution.aspx Multivariate Image Analysis of 4-dimensional image sequences using 2-step two-way and three-way ... Image Analysis. Multivariate image analysis, PCA, MCR, Simplisma, Parafac, Tucker, 4-d http://www.mathworks.com/matlabcentral/fileexchange/9310 Simplisma, MCR, classification). Image Analysis. multivariate, PCA, MCR, Simplisma, curve resolution,...routine by Alister Fong
uigetfiles routine for selecting multiple files by Greg Aloearray_downsizing.m, http://www.mathworks.com/matlabcentral/fileexchange/6072 Calculates samples from a multivariate Gaussian distribution. Statistics and Probability. Gaussian Distribution, multivariate, statistics, probability http://www.mathworks.com/matlabcentral/fileexchange/5984 Fit a multivariate gaussian mixture by a cross-entropy method. Cross-Entropy is a powerfull tool to achieveStochastic multi-extremum optimization. Optimization. "Cross Entropy", Optimization, Gaussian, Multivariate http://www.mathworks.com/matlabcentral/fileexchange/7055 Generates vectors from the multivariate normal distribution parameterized by specified mean vector a Statistics and Probability. multivariate, Gaussian, normal, random, generator http://www.mathworks.com/matlabcentral/fileexchange/21279 fsmem_mvgm : Free Split and Merge Expectation-Maximization algorithm for Multivariate Gaussian Mixtures Usage ------- [logl , M , S , P] = fsmem_mvgm(Z , [M0] , http://www.mathworks.com/matlabcentral/fileexchange/22711 We use the power of symbolic toolbox in order to find the optimal point in an arbitrary multivariate function Change the following code based on your Multivariate Nonlinear optimization using Marquardt Method http://www.mathworks.com/matlabcentral/fileexchange/22778 To walk through the code and for a thorough description, refer to A. Meucci (2009) , "Review of Statistical Arbitrage, Cointegration, and Stat-arb, multivariate Ornstein-Uhlenbeck fit and animation http://www.mathworks.com/matlabcentral/fileexchange/24120 A fast implementation of the EM Algorithm for HMM Multivariate Gaussian Mixtures Statistics and Probability. HMM, EM, Multivariate Gaussian Mixture, Forward-Backward, Baum-Welch http://www.mathworks.com/matlabcentral/fileexchange/20712 It fits a multivariate normal inverse gaussian distribution to your data Financial Modeling and Analysis. MCMC, Multivariate Normal Inverse Gaussian http://www.mathworks.com/matlabcentral/fileexchange/12400 A fast implementation of the EM Algorithm for HMM Multivariate Gaussian MixturesA fast implementation of the EM Algorithm for HMM Multivariate Gaussian Mixtures http://www.matlab-download.cn/Code/HMM.html nonlinear regression with support vector machine 支持向量机非线性回归通用matlab程序 2009年08月05日 chuanqiu313 热心分享 Matlab 支持向量机非线性回归通用matlab程序，本程序使用支持向量机法，实现对数据的非线性回归，核函数的设定和修改在函数内部进行， http://www.codesoso.com/code/nonlinear_regression_with_support_vector_machine.aspx A non-parametrical regression (smoothing) tool using Gaussian kernel. Statistics and Probability. Kernel Smoothing, Kernel Regression, Nonparametric Regression http://www.mathworks.com/matlabcentral/fileexchange/19195 GMM-GMR is a set of Matlab functions to train a Gaussian Mixture Model (GMM) and retrieve generalized data through Gaussian Mixture Regression Gaussian Mixture Model, GMM, Gaussian Mixture Regression, GMR, Expecta http://www.mathworks.com/matlabcentral/fileexchange/19630 and an appreciation of shape Optimization. "Nonlinear regression", shape, empirical, modeling, curve,... This submission is an attempt to teach the reader a http://www.mathworks.com/matlabcentral/fileexchange/10864 This project aims to provide a linux kernel regression test framework which will provide a systematic way to find a regression of the Linux Kernel. http://sourceforge.net/projects/crackerjack/ Functions to Estimate, Simulate and Forecast a MS regression in matlab Financial Modeling and Analysis. markov switching, regression, econometrics http://www.mathworks.com/matlabcentral/fileexchange/15789 |
