Information Theory and Statistical Mechanics Revisited
  We derive Bose-Einstein statistics and Fermi-Dirac statistics by Principle of Maximum Entropy applied to two families of entropy functions different from the Boltzmann-Gibbs-Shannon entropy. These entropy functions are identified with special cases of modified Naudts' $\phi$-entropy. 
Jian Zhou
math-ph cs.IT math.IT math.MP