This paper describes the least one-power method of estimating the parameters in linear regression model of two variables,which is used in the solving method by fixed point, general solving method,two points method and simplex method. For the least one-power solution, in the practical analysis,some problems may appear,such as the insensitivity of solution,multi-fold solutions and the various eftbcts of outliers amount on the regression line.