But a noised - based approach using the Lasso method often quite similar to or even reduces to simple linear interpolation — and given largely linear trends over
an especially brief amount of time a noised - based largely interpolating method will «do well» in a way that is quite irrelevant — where the «best method» would simply be to connect the dots by means of a straight line.