It is necessary to study the correlation between the same peak values of two horizontal components of earthquake ground motions. The formulae for correlation of 5 peak values are regressed by using the Least Square method and the uniform LS method in which the variables are both taken to be random. Ths suggestion on the application of the formulae is given in this paper.