Statistics [and we realize that with good cause we've lost most of you after using that horrible, horrible word] tell us that "The weather today clearly depends on yesterday's weather. It might also depend on the weather two days ago but as a first approximation we might assume that the dependence is only one day back" (
Larry Wasserman, All of Statistics: A Concise Course in Statistical Inference, 2003).