Being able to make conclusions about data trends is one of the most important steps in both business and science. Through the magic of least sums regression, and with a few simple equations, we can ...

Linear regression is a fundamental statistical technique used for modeling the relationship between a dependent variable and one or more independent variables. PySpark, the Python API for Apache Spark ...

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

This example uses the corn yield data from the previous example to illustrate how to construct a regression estimator for a stratified sample design.

Hyperparameter-Tuning-Regression: Optimizing Regression Models This project explores manual and automated hyperparameter tuning techniques to optimize regression models, focusing on improving ...

If the dots tightly adhere to the zero baseline, the regression equation is reasonably accurate. If the dots are wildly scattered, the regression equation may have limited usefulness.