Boolean and Fermi Central Limit Theorems
Abstract:
We provide a necessary and sufficient condition on a sequence of
random variables for the Boolean and Fermi central limit theorems to
hold true. The result allows us to connect the classical and the
non-commutative analogues of the central limit theorems. We show that
the Boolean domain of attraction of the symmetric Bernoulli
distribution, the free domain of attraction of the semicircle law and
the classical domain of attraction of the Gaussian distribution coincide
with each other.
2010 AMS Mathematics Subject Classification: Primary 60G70; Secondary 46L53; 46L54.
Keywords and phrases: Boolean convolution, central limit theorem, regular variation.