Abstract
This paper combines the least squaress estimate, least absolute deviation estimate, least median estimate with Bootstrapmethod. When the overall error distribution is unknown or it is not the normal distribution, we estimate the regression coefficientand confidence interval of coefficient, and through data simulation, obtain Bootstrap method, which can improvestability of regression coefficient and reduce the length of confidence interval.
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