About Curve Fitting Toolbox

  Key Features

  Interactive and Programmatic Environments

  Interactive Curve Fitting

  Programmatic Curve Fitting

  Interactive Surface Fitting

  Programmatic Surface Fitting

  About Splines in Curve Fitting Toolbox

  Interactive Spline Fitting

  Programmatic Spline Fitting

• Interactive Curve and Surface Fitting

• Interactive Data Selection

• Interactive Fit Comparison

• Interactive Sessions

• Generating MATLAB Code and Exporting Fits

• Example: Interactive Curve Fitting

  Example: Interactive Surface Fitting

• Command-Line Curve and Surface Fitting

• Curve and Surface Fitting Objects and Methods

• Parametric Fitting

• Polynomial Models

• Exponential Models

• Fourier Series

• Gaussian Models

• Power Series

• Rational Polynomials

• Sum of Sines Models

• Weibull Distributions

• Least-Squares Fitting

• Custom Models

• Custom Nonlinear Curve Fitting Examples

• Custom Nonlinear Surface Fitting Examples

• Custom Linear Models

  Nonparametric Fitting

• Interpolants

• Smoothing Splines

• Lowess Smoothing

• Filtering and Smoothing Data

• Exploring and Customizing Plots

  Removing Outliers

  Selecting Validation Data

• Generating Code and Exporting Fits to the Workspace

• Evaluating Goodness of Fit

• Residual Analysis

• Confidence and Prediction Bounds

  Differentiating and Integrating a Fit

• About Splines

• Simple Spline Examples

• Types of Splines

• Advanced Spline Examples

• Splines Glossary