Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression using JavaScript. Linear regression is the simplest machine learning technique to predict a single numeric value, ...

The short course will illustrate how to use JMP in linear regression analysis. The three main topics will be: Exploratory data analysis, simple liner regression and polynomial regression How to fit a ...

Grace Chiu, Richard Lockhart, Richard Routledge, Bent-Cable Regression Theory and Applications, Journal of the American Statistical Association, Vol. 101, No. 474 ...

For example, you might want to predict an employee's salary based on age, height, high school grade point average, and so on. There are approximately a dozen common regression techniques. The most ...

The Canadian Journal of Statistics / La Revue Canadienne de Statistique, Vol. 30, No. 2 (Jun., 2002), pp. 285-300 (16 pages) The authors consider the problem of simple linear regression when the ...

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