Ronald Fisher
The contributions Fisher made included the development of methods suitable for small samples, the discovery of the precise distributions of many sample statistics and the invention of analysis of variance.
Find out more at:
http://www-history.mcs.st-andrews.ac.uk/Mathematicians/Fisher.html