no, so it's not really statistics, more or so it is assigning words that come after phrases of length k, where k is the "order". higher k means more word context. As k approaches infinity, the result of the model approaches the original data. So nothing too fancy.
Also, the last stats class I took was in 8th grade. The only shit I know about stats is in the context of compsci.