Regression

Regression models are often used to predict a response variable $y$ from an explanatory variable $x$.

A graph of averages and the least-square regression line are both good ways to summarize the data in a scatterplot.

The regression method utilizes the average from known data to make predictions about new data.

The regression fallacy fails to account for natural fluctuations and rather ascribes cause where none exists.