We investigate the effect of parameters including size of
puddles, local charge density deviation, and device sizes. The in homogeneity of epitaxial graphene
generated by steps and terraces of SiC substrates is also discussed. The simulation results quantify
possible statistical errors in Hall mobility measurements, Dirac point estimation and non-uniformity of
scaled devices over wafers.