期刊
STATISTICAL SCIENCE
卷 19, 期 4, 页码 652-662出版社
INST MATHEMATICAL STATISTICS
DOI: 10.1214/088342304000000387
关键词
mid-distribution transform; percent function; percentile function; quantile function; monotone transform; parameter inverse pivot quantile function; confidence Q-Q curve; quantile-quartile function QIQ(u); density quantile; quantile density; conditional quantile; comparison distribution; comparison density; Bayesian inference using quantile simulation; bivariate dependence; component correlations
Quantile and conditional quantile statistical thinking, as I have innovated it in my research since 1976, is outlined in this comprehensive survey and introductory course in quantile data analysis. We propose that a unification of the theory and practice of statistical methods of data modeling may be possible by a quantile perspective. Our broad range of topics of univariate and bivariate probability and statistics are best summarized by the key words. Two fascinating practical examples are given that involve positive mean and negative median investment returns, and the relationship between radon concentration and cancer.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据