smile.regression.package-info Maven / Gradle / Ivy
/*
* Copyright (c) 2010-2021 Haifeng Li. All rights reserved.
*
* Smile is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* Smile is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with Smile. If not, see .
*/
/**
* Regression analysis. In statistics, regression analysis includes any
* techniques for modeling and analyzing several variables, when the focus
* is on the relationship between a dependent variable and one or more
* independent variables. Most commonly, regression analysis estimates the
* conditional expectation of the dependent variable given the independent
* variables. Therefore, the estimation target is a function of the independent
* variables called the regression function. Regression analysis is widely
* used for prediction and forecasting, where its use has substantial overlap
* with the field of machine learning.
*
* @author Haifeng Li
*/
package smile.regression;
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