They’re “linear” because the only allowable power is exactly 1 and graphs of solutions to the equations form planes. A common example of a linear system — also likely familiar to math students — ...

Linear regression models, while they typically form a straight line, can also form curves, depending on the form of the linear regression equation. Likewise, ...