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Machine learning and statistics are supported by a number of toolboxes in MATLAB. These toolboxes may be used to fit, linear, generalized linear and nonlinear regression models. Mixed-effects and stepwise models are examples of these models. Using plots, a fitted model may be used to simulate or forecast responses, show interaction effects, residuals, and diagnostics, or utilize hypothesis testing. In the MATLAB statistics Toolbox there are several methods of nonparametric regression. These tools cop with complex functions of regression.
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