The correlation function in statistical mechanics is measure of the order in a system.
It tells us how microscopic varibles at different positons are correlated.
In a spin system,it is the thermal average of the scalar product of the spins at two
lattice points over all possible orderings.
The correlation function is hence,
Even in a disordered phase,spins at different positions are correlated.
The allignment that would naturally result as a result of the interaction between spins is destroyed by thermal effects.At high temperatures one sees an exponential correlation with the correlation function
being given by,
where ξ is what is called the correlation length,r is the distance between spins
and d is the dimension of the system.
As the temperature is lowered,thermal disordering is lowered and the correlation length increases.
In second order phase transitions,the correlation length diverges at the critical point,
leading to a power law correlation,that is responsible for scaling,seen in these
transitions.
The power in the power law is indepedent of temperature.
It is infact universal,i.e found to be the same in a wide variety of systems.