A hands-on project demonstrating the implementation and comparison of Linear Regression, Polynomial Regression, and Multivariate Regression models using real-world-inspired datasets. Predicting Canada ...

We introduce a new approach aiming at computing approximate optimal designs for multivariate polynomial regressions on compact (semialgebraic) design spaces. We use the moment-sum-of-squares hierarchy ...

I asked and answered a question about Regression in Stack Overflow. Here is a summary and question. I ran several regressions using pipeline and gridsearch. The winning regression was polynomial ridge ...

Abstract: Power semiconductor devices designers often use Silvaco for device simulation. At present, when designing device field limiting rings(FLRs) terminal, it ...