A deviation correction method of parameter estimation value to combined orbit determination (COD) nonlinear regression model based on an iterative algorithm was put forward by deducing the deviation and mean square error expressions of COD model estimation value from theoretical angle. The approximate deviation and mean square error expressions of parameters estimation were built by analyzing COD nonlinear semi-parametric regression model structure, which were used to design deviation correction
