Matlab Toolboxes: Signal Processing, Stats, Math
Module 1 | Signal Processing Toolbox |
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Unit 1 | Anti-Causal, Zero-Phase Filter Implementation from Matlab Signal Processing |
Unit 2 | Cross correlation from signal processing toolbox |
Module 2 | Stats Toolbox |
Unit 1 | Fitting copulas to data |
Unit 2 | ANOVA |
Unit 3 | MANOVA |
Unit 4 | Analysis of covariance tool |
Unit 5 | Cumulative density function with parametric and esimtating empirical cdf |
Unit 6 | Demo of dfittool for distribution fit GUI tool |
Unit 7 | Types of distributions |
Unit 8 | K Means Clustering |
Unit 9 | Markov Chains |
Unit 10 | Portable density function estimating with parameters or no paramaters |
Unit 11 | Princinple Component Analysis |
Module 3 | Math Toolbox |
Unit 1 | Summation (sum) Matlab sample code |
Unit 2 | Using eigenvector decomposition using eigenvalues or eigenvector |
Unit 3 | Factorization with Cholesky, LU, and DR |
Unit 4 | Fast Fourier Transform with Example of Basic Spectral Analysis |
Unit 5 | Interpolation |
Unit 6 | Ordinary Differential Equations with Single PDE and System of PDEs |