Advanced Regression Techniques: linear, nonlinear and nonparametric methods
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Advanced Regression Techniques: linear, nonlinear and nonparametric methods
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Title
Volume
Introduction to Advanced Regression Techniques
5.89 MB
<p>Introduction to Advanced Regression Techniques</p>
Linear Regression and Extensions
5.89 MB
<p>Linear Regression and Extensions</p>
Polynomial Regression and Splines
5.89 MB
<p>Polynomial Regression and Splines</p>
Ridge and Lasso Regression
5.89 MB
<p>Ridge and Lasso Regression</p>
Kernel Regression
5.89 MB
<p>Kernel Regression</p>
Generalized Additive Models (GAM)
5.89 MB
<p>Generalized Additive Models (GAM)</p>
Support Vector Regression (SVR)
5.89 MB
<p>Support Vector Regression (SVR)</p>
Decision Trees and Random Forests in Regression
5.89 MB
<p>Decision Trees and Random Forests in Regression</p>
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