pydata: Huiming's learning notes

Keep Looking, Don't Settle

linear regression in python, outliers / leverage detect

in section I will introduce how to detect ourliers and high leverage points in the linear regression. I also shows in graph how the ourliers will affect your regression fitting. More details of detecting using cook's distance, dffits, dfbeta will be in section 2 -- regression diagnostic.