Fermi-Dirac statistics describe the distribution of particles over energy states in systems that obey the Pauli exclusion principle, such as electrons in a metal. It is crucial for understanding the behavior of fermions at thermal equilibrium, particularly at low temperatures where quantum effects become significant.