All three formulas share the same numerator (gn) and the same Boltzmann factor
e−(En−μ)/kBT in spirit — they only differ
in what's added to the denominator's exponential: nothing (MB), −1 (BE), or +1 (FD).
That single sign is the entire content of quantum statistics. +1 (Fermi-Dirac)
comes from the Pauli exclusion principle: at most one fermion per quantum state, which caps
⟨Nn⟩ at gn no matter how cold the gas gets.
−1 (Bose-Einstein) does the opposite: bosons are gregarious, and as
μ → E0− the ground-state term diverges, driving
condensation.
When e(En−μ)/kBT ≫ 1 (dilute gas, or high
T) — both ±1 corrections become negligible next to that huge exponential, and
all three formulas collapse to the same Maxwell-Boltzmann curve. That's the classical limit:
particles are so unlikely to compete for the same state that it stops mattering whether they're
bosons, fermions, or classical.