As with every science discipline, new applications of spatial science, specifically GIS, are being discovered everyday. The user-friendliness of softwares such as qGIS enables individuals with little ...

Linear regression is a powerful and long-established statistical tool that is commonly used across applied sciences, economics and many other fields. Linear regression considers the relationship ...

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, ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way interactions between predictor variables. Compared to standard linear ...

San Diego County, a region of 2.8 million people, was chosen as the study site due to concerns about high levels of traffic-related pollutants and the availability of traffic and other spatial data.