In this video, we will implement Multiple Linear Regression in Python from Scratch on a Real World House Price dataset. We will not use built-in model, but we will make our own model. This can be ...

The simplest form of regression in Python is, well, simple linear regression. With simple linear regression, you're trying to ...

I use Python 3 and Jupyter Notebooks to generate plots and equations with linear regression on Kaggle data. I checked the correlations and built a basic machine learning model with this dataset.

When multiple variables are associated with a response, the interpretation of a prediction equation is seldom simple.

This paper provides an alternative approach to penalized regression for model selection in the context of high-dimensional linear regressions where the number of covariates is large, often much larger ...

New nonparametric regression procedures called BSML (Basis Selection from Multiple Libraries) are proposed in this article for estimating a complex function by a linear combination of basis functions ...