In this video, we will learn what is linear regression in machine learning along with examples to make the concept crystal clear.

For example, a company might want to forecast when a material will melt under different conditions of temperature and pressure. For time-series analysis, it is possible to develop a linear ...

For electronics, linear regression has many applications, including interpreting sensor data. You might also use it to generalize a batch of unknown components, for example.

A simple example is also given to show that one popular method of handling constrained boundaries can lead to erroneous results. A modification, based on stepwise linear regression techniques, to ...

The developments in linear regression methodology that have taken place during the 25-year history of Technometrics are summarized. Major topics covered are variable selection, biased estimation, ...