No matter how long the equation that describes your model might be, you can just close your eyes, reimagine it as the word ‘model’ (much less scary) and think of the equation above: we predict an outcome variable from some model (that may or may not be hideously complex) but we won’t do so perfectly so there will be some error in there too.
