Matlab Toolboxes: System Identification, Wavelet, Optimize, Curve Fitting
Module 1 | Wavelet Toolbox |
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Unit 1 | Fractional Brownian Motion Synthesis Using the Command Line |
Unit 2 | Multiple PCA |
Module 2 | Optimize Toolbox |
Unit 1 | Call a nonlinear minimization routine with a xstart |
Unit 2 | Call a nonlinear minimization routine with a xstart |
Module 3 | Curve Fitting Toolbox |
Unit 1 | Using Splines |
Unit 2 | Curve fitting tool demo with analysis, plots, and code generation |
Unit 3 | Various programming curve fitting examples |
Unit 4 | curve fitting tool demo with exclusion and section data |
Unit 5 | Curve fitting tool demo with smoothing |
Unit 6 | Programmatic curve fit demo |
Unit 7 | Rational fit demo |
Unit 8 | Surface fit tool demo |
Unit 9 | Curve Fitting by Optimization |
Module 4 | System Identification Toolbox |
Unit 1 | Constructing an iddata Object for Time-Domain Data |
Unit 2 | Estimate Nonlinear ARX Models |
Unit 3 | Refining an Initial ARMAX Model at the Command Line |
Unit 4 | Resampling Data Without Aliasing Effects |
Unit 5 | Custom regressors |
Unit 6 | Identifying Time-Series Models and Predicting a Time Series |
Unit 7 | Simulating a Continuous-Time State-Space Model at the Command Line |