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本压缩文件详细介绍了Robert Piche博士关于贝叶斯算法的理论和他的笔记，其中文档中还包含源码程序，另附两个m文件源程序，是一个非常实用的学习及参考资料(In this course we present the basic principles of Bayesian statistics (an alternative to "orthodox" statistics). We start by learning how to estimate parameters for standard models (normal, binomial, Poisson) and then get acquainted with computational methods (MCMC) and software (WinBUGS) that can solve complicated problems that arise in real applications. Advanced topics include model comparison and decision theory. )

自定义信号，用于梯形边界奇异点检测matlab代码， 和三个小波去噪分解的代码(Custom signal singularity detection for trapezoidal matlab code boundary, and three wavelet denoising decomposition code)

时间序列分析，采用了最小二乘（LS）与自回归(AR)的组合模型，并用MATLAB将其实现(Time series analysis, using a least-squares (LS) and autoregressive (AR) model combination and its implementation using MATLAB)

灰色理论matlab代码 灰色理论matlab代码 灰色理论matlab代码 灰色理论matlab代码(Gray theory matlab code Gray theory matlab code Gray theory matlab code)

L4_1.m: SVD轉換(程式) L4_2.m: 影像轉換的能量集中能力(程式) L4_3a.m: 小波轉換之多重解析架構(程式) L4_3b.m: 小波轉換係數與影像的方向性(程式) energy.m: 能量集中(函式) L4_1.bmp: 影像檔 L4_2.bmp: 影像檔 L4_3b.bmp: 影像檔 woman.mat: Matlab的矩陣變數檔 (L4_1.m: SVD conversion (program) L4_2.m: image conversion of energy to focus capacity (program) L4_3a.m: the multi-resolution wavelet transform architecture (program) L4_3b.m: wavelet transform coefficient and the direction of the image (the program) energy.m: energy concentration (function) L4_1.bmp: image file L4_2.bmp: image file L4_3b.bmp: image file woman.mat: Matlab matrix variable file)

这是一个介绍偏最小二乘法的Matlab的源程序，希望对大家有所帮助！(This is a partial least-squares method introduced Matlab source, I hope all of you to help!)

ekf_algorithm for Mobile Robot Localization

基于自相关或四阶累计的music和esprit算法的DOA估计（一维）(Based on autocorrelation or fourth-order cumulant of music and esprit algorithm for estimating DOA (one-dimensional))

《MATLAB在时间预测分析中的应用》 细致讲解了多种时间序列分析方法AR MA 等，并有源代码。( MATLAB time predictive analytics application careful to explain a variety of time series analysis method AR MA, etc., and source code.)

该算法是用Matlab语言编写的蚁群算法，可以有效的求解城市间的最短路径，并且能够动态的呈现求解过程。(The algorithm of Matlab language of ant colony algorithm, can effectively solve the shortest path between cities, dynamic and able to show the change process.)