One of the most useful applications of linear models, trigonometry, gives us very accurate predictions about how far astray we wander if we make an error of a specified size. It uses one of the oldest and most fundamental of all mathematical theorems, the Pythagorean theorem. ( If you're interested in learning more about Pythagoras and his theorem you could view a video from Bronowski's series The Ascent of Man series, titled "Man the Measure of All Things")
Essentially, if we imagine our compass user trying to go straight east from point A to Point B and being off 1 degree south, the attached drawing suggests what happens. If the distance traveled is 1000 meters, the distance from B to C can be obtained by using the fact that the angle A is known and therefore the length of BC can be calculated. We proceed by looking up the sine ( which is the value obtained by dividing the side opposite the angle by the hypotenuse in the right triangle formed of an angle of 1 degree with hypotenuse AC of 1000 meters) in a table of trigonometric functions. The value is .01745. If I then multiply that value by the distance traveled (1000 meters) I know the traveler is 17.45 meters south of his target. If he proceeds another 1000 meters to C', how far south of his target will he be?