河冰抗压强度概率特征值的自助法估计

Bootstrap-based estimation for probabilistic characteristic value of river ice compression strength

摘要:

为了解决在小样本条件下河冰抗压强度概率特征值不稳定性及其概率模型确定难的问题.将增广样本统计方法——自助法应用于河冰抗压强度概率特征值的计算,解决了小样本情况下其概率特征值的不稳定性问题,从而确定其概率分布.试验数据表明:基于自助法计算得到了河冰抗压强度概率特征值优于常规方法和刀切法计算的结果.自助法能改善小样本条件下其概率特征值的稳定性.

Abstract:

Aimed at the problems that the probabilistic characteristic value of the river ice compression strength of small sample is unstable and it is difficult to obtain its distribution,the Bootstrap is applied to the determination of the characteristic value of river ice compression strength,then the stable characteristic value of the compression strength of small sample is obtained and its distribution is determined.The experimental data indicate that the probabilistic characteristic value calculated by Bootstrap is better than the results obtained by classical calculating method and Jackknife method,so Bootstrap can improve the stability of probabilistic characteristic value of the river ice compression strength of small sample.