Uniform Convergence Rate of the SNP Density Estimator and Testing for Similarity of Two Unknown Densities

• 主要作者: KIM, Kyoo-il
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2006
• 主題: SNP Density Estimator; Uniform Convergence Rate; Comparison of Two Densities; Econometrics
• 在線閱讀: https://ink.library.smu.edu.sg/soe_research/904; https://ink.library.smu.edu.sg/context/soe_research/article/1903/viewcontent/EJ0509_revise21.pdf

This paper studies the uniform convergence rate of the turncated SNP (semi-nonparametric) density estimator. Using the uniform convergence rate result we obtain, we propose a test statistic testing the equivalence of two unknown densities where two densities are estimated using the SNP estimator and...