This paper is devoted to the theoretical study of the influence of thetemperature and of the doping on the piezoresistance of N-type silicon. In the firststep the fractional change in the resistivity caused by stresses is calculated in theframework of a multivalley model using a kinetic transport formulation based on theBoltzmann transport equation. In the second step shifts in the minima of theconduction band and the resulting shift of the Fermi level are expressed in terms ofdeformation potentials and of stresses. General expressions for the fundamentallinear, π11 and π12, and non-linear, π111, π112,π122 and π123, piezoresistance coefficients are then derived. Plots ofthe non-linear piezoresistance coefficients against the reduced shift of the Fermilevel or against temperature allow us to characterize the influence of doping andtemperature. Finally some attempts are made to estimate the non-linearity for heavilydoped semiconductor gauges.