Uncertainty often arises in the process of obtaining settlement observation data, affecting the reliability of parameter estimation and the accuracy of settlement prediction. This paper establishes a new adjustment model in which uncertainty is incorporated into the AR model as a parameter.An algorithm is given based on an uncertainty propagation law in the residual errors.A new way is used to research uncertainty, in which maximum possible uncertainty is minimized: existing error theor...