Curve Fitting Toolbox

Curve Fitting Toolbox Overview   2:10  

Get an overview of Curve Fitting Toolbox capabilities.

Introduction to Surface Fitting   7:20  

Use regression, interpolation, and smoothing to fit surfaces to data.

Importing and Smoothing Data   2:20

Use localized regression to identify a periodic trend in a data series.

Fitting Periodic Data Using a Custom Equation   3:18

Use nonlinear regression to generate a predictive model.

Nonparametric Fitting   4:08  

Develop a predictive model without specifying a function that describes the relationship between variables.

Introduction to Spline Fitting    

Cubic Spline Interpolation    

Cubic Smoothing Splines    

Spline Interpolation and Real-World Data    

Introduction to the B-form    

Introduction to the PPFORM    

How to Choose Knots    

Constructing Spline Curves    

Smoothing a Histogram    

Construction of a Chebyshev Spline    

Solving a Nonlinear ODE with a Boundary Layer by Collocation    

Bivariate Tensor Product Splines    

Working with Spline Curves