**M. Malyutov **

*Statistician and
Mathematician.** Ronald Fisher and Andrey Kolmogorov: A Distant Strained Relationship *

This
paper aims to show how Mathematics and Statistics can enrich each other.

**КЛЮЧЕВЫЕ**** СЛОВА****:** Mathematical Statistics, Population
Genetics,Information theory,
randomness, complexity