Abstract:In this paper, we correct the deviation in the residual and derive the almost unbiased formula for calculating the unit weight variance for Liu-type estimator based on the quadratic mathematical expectation formula. The analysis results of two examples show that the unit weight variance computed by the formula of this paper is closer to the true value than that by traditional formula, which is based on the biased residual.