The Multivariate Regression Composer (MVR) is an open-source software for generating and selecting non-linear regression models in Matlab. The basic version of the MVR Composer could be downloaded as a zipped file (release 61)...

Time series has similar patterns. A pattern consists of several segments. Each segment could be represented as a simple parametric regression function. The whole pattern is the sequence of concatenated regression functions.The following information...

The problem of model generation is illustrated with a linear regression model of a single variable. See the example. Contents Make synthetic data using a model from generated set Assign set of the primitive...

LARS is one of the most effective algorithms to select linear regression models. It is not so greedy as step-wise regression and takes not so much steps as Lasso. Contents Create synthetic data Run...