Response and explanatory variables
We are often interested in how a 'response' variable, Y, depends on other explanatory variables. If there is a single explanatory variable, X, we can predict Y from X with a simple linear model of the form,
y = b0 + b1 x
However if other explanatory variables have been recorded from each individual, we should be able to use them to predict the response more accurately.