Matlab Toolboxes: System Identification, Wavelet, Optimize, Curve Fitting

Module 1 Wavelet Toolbox
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