The study of soil electromagnetic properties can be useful in various applications like the calibration of a sensor, radar design and as an addition to library database. One can infer the presences of water from the soil permittivity measurement. There are a few techniques in literature for measuring permittivity of the soil. The soil is dielectric in nature and the soil sample may be represented by an electrical equivalent circuit using few discrete components. During the permittivity measurement, metallic electrodes are used to establish a contact with the soil. The electrode resistance and stray capacitance may be explicitly presented in the soil electrical equivalent circuit. In this article, we have attempted to analyze the effect of electrode resistance and that of the stray capacitance on the dielectric permittivity and conductivity of the soil and the simulation results are shown for three different soil equivalent circuits.