Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of Nadaraya-Watson kernel regression ...

Here's how to run both simple and multiple linear regression in Google Sheets using the built-in LINEST function. No add-ons ...

Abstract: This paper investigates the adaptive optimal output regulation of completely unknown linear ... The optimal data-driven control policy is learned by solving the linear regression equation ...

Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality ...

It is difficult to achieve the desired dynamic performance. This article proposes an improved linear active disturbance rejection control (LADRC) strategy for output voltage control of LLC resonant ...

The first part of the demo output shows how a linear support vector regression model is created: Creating SVR linear model Done Setting SVR parameters: C = 1.00 epsilon = 0.10 Linear support vector ...