MATLAB Curve Fitting Toolbox User s Guide The Mathworks

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• Author: The Mathworks

Curve Fitting Toolbox™ provides an app and functions for fitting curves and surfaces to data. The toolbox lets you perform exploratory data analysis, preprocess and post-process data, compare candidate models, and remove outliers. You can conduct regression analysis using the library of linear and nonlinear models provided or specify your own custom equations. The library provides optimized solver parameters and starting conditions to improve the quality of your fits. The toolbox also supports nonparametric modeling techniques, such as splines, interpolation, and smoothing.

After creating a fit, you can apply a variety of post-processing methods for plotting, interpolation, and extrapolation; estimating confidence intervals; and calculating integrals and derivatives.

Table of contents:

1. Getting Started
2. Understanding map data
3. Understanding geospatial geomatry
4. Creating and viewing map
5. Making Three-Dimensional Maps
6. Customizing and Printing Maps
7. Manipulating Geospatial Data
8. Using Map Projections and Coordinate Systems
9. Creating Web Map Service Maps
10. Mapping Applications

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