Quantile-respectful density estimation based on the Harrell-Davis quantile estimator
arxiv(2024)
摘要
Traditional density and quantile estimators are often inconsistent with each
other. Their simultaneous usage may lead to inconsistent results. To address
this issue, we propose a novel smooth density estimator that is naturally
consistent with the Harrell-Davis quantile estimator. We also provide a
jittering implementation to support discrete-continuous mixture distributions.
更多查看译文
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要