福州大学学报(自然科学版)2018,Vol.46Issue(1):20-26,7.DOI:10.7631/issn.1000-2243.16421
基于Bootstrap思想的非参数检验p值的估计方法
Estimation methods of p value of nonparametric test based on the Bootstrap idea
摘要
Abstract
Based on the Bootstrap idea and the method of stochastic simulation,this paper discussed three estimation methods of nonparametric test and its' p value calculation when the population (distribution) is unknown and the sample size is small.It also put forward the realization programs by R software.At the end,it took some random samples with known distribution as the sources of simulation to compare the above methods with general methods.关键词
非参数检验/Bootstrap/随机模拟/检验p值/R软件Key words
nonparametric test/Bootstrap/stochastic simulation/p value/R software分类
数理科学引用本文复制引用
吕书龙,刘文丽..基于Bootstrap思想的非参数检验p值的估计方法[J].福州大学学报(自然科学版),2018,46(1):20-26,7.基金项目
福建省本科高校教育教学改革研究资助项目(JAS151395,FBJG20170021) (JAS151395,FBJG20170021)
国家自然科学基金青年基金资助项目(11301084) (11301084)
福州大学高等教育教学改革工程资助项目(52001024,50010842) (52001024,50010842)
福州大学研究生优质课程建设资助项目(52004634,52004612) (52004634,52004612)