The Psychology of Prediction
Some good bits around how using past information can backfire. Either overfitting if looking too far back, or spending too much effort on predictions.
Enough effort goes into an initial forecast that updating your views when new information becomes available can trigger the sunk-cost fallacy and cause you to be right or wrong for the wrong reason.