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

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of k-nearest neighbors regression to predict a single numeric value. Compared to other machine learning ...

A simple trading-day regression model, developed by Young (1965), is currently used by the X-11-ARIMA (Dagum, 1980) and the Census Method II-X-11 variant (Shiskin, Young & Musgrave, 1967) to estimate ...

Description: Mathematical overview of statistics and econometrics at graduate level. Topics covered include probability and probability distributions, sampling distributions, tests of hypotheses, ...

That might apply to simple things, like predicting the number of college graduates based on the number of college students in any given year. Multiple linear regression.

Research on multiple comparison during the past 50 years or so has focused mainly on the comparison of several population means. Several years ago, Spurrier considered the multiple comparison of ...