Such a local approximation is obtained by fitting a regression surface to the data points within a chosen neighborhood of the point x. In the loess method, weighted least squares is used to fit linear ...

Linear Regression vs. Multiple Regression Example Consider an analyst who wishes to establish a relationship between the daily change in a company's stock prices and daily changes in trading volume .