Discover how linear regression works, from simple to multiple linear regression, with step-by-step examples, graphs and real-world applications.

Benjamin Born, Jörg Breitung, Simple regression-based tests for spatial dependence, The Econometrics Journal, Vol. 14, No. 2 (2011), pp. 330-342 ...

What is linear regression in simple terms? Linear regression is a statistical method that finds the best straight line to show how one variable changes in relation to one or more other variables.

For example, you might use regression analysis to find out how well you can predict a child's weight if you know that child's height. The following data are from a study of nineteen children. Height ...

In the population version it is possible to give simple conditions for when the PLS algorithm stops after a certain number of steps, and it turns out that the resulting predictor is the same as the ...

Specialization: Statistical Modeling for Data Science Applications Instructor: Brian Zaharatos, Director, Professional Master’s Degree in Applied Mathematics Prior knowledge needed: Differentiation, ...

Course TopicsIn this short course we will cover how to analyze simple and multiple linear regression models. You will learn concepts in linear regression such as:1) How to use the F-test to determine ...

Linear regression forecasting is a time-series method that uses basic statistics to project future values for a target variable.