{"title":"应用于风险管理的混合非参数多变量密度估算器","authors":"Juan Lin, Ximing Wu","doi":"10.1080/07474938.2024.2334119","DOIUrl":null,"url":null,"abstract":"Multivariate density estimation is plagued by the curse of dimensionality in theory and practice. We propose a hybrid density estimator of a multivariate density f that combines the strengths of th...","PeriodicalId":11438,"journal":{"name":"Econometric Reviews","volume":"23 1","pages":""},"PeriodicalIF":0.8000,"publicationDate":"2024-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A hybrid nonparametric multivariate density estimator with applications to risk management\",\"authors\":\"Juan Lin, Ximing Wu\",\"doi\":\"10.1080/07474938.2024.2334119\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Multivariate density estimation is plagued by the curse of dimensionality in theory and practice. We propose a hybrid density estimator of a multivariate density f that combines the strengths of th...\",\"PeriodicalId\":11438,\"journal\":{\"name\":\"Econometric Reviews\",\"volume\":\"23 1\",\"pages\":\"\"},\"PeriodicalIF\":0.8000,\"publicationDate\":\"2024-04-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Econometric Reviews\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://doi.org/10.1080/07474938.2024.2334119\",\"RegionNum\":4,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Econometric Reviews","FirstCategoryId":"96","ListUrlMain":"https://doi.org/10.1080/07474938.2024.2334119","RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0
摘要
多变量密度估计在理论和实践中都受到维数诅咒的困扰。我们提出了一种多变量密度 f 的混合密度估计器,它结合了多变量密度估计器和多元密度估计器的优点。
A hybrid nonparametric multivariate density estimator with applications to risk management
Multivariate density estimation is plagued by the curse of dimensionality in theory and practice. We propose a hybrid density estimator of a multivariate density f that combines the strengths of th...
期刊介绍:
Econometric Reviews is widely regarded as one of the top 5 core journals in econometrics. It probes the limits of econometric knowledge, featuring regular, state-of-the-art single blind refereed articles and book reviews. ER has been consistently the leader and innovator in its acclaimed retrospective and critical surveys and interchanges on current or developing topics. Special issues of the journal are developed by a world-renowned editorial board. These bring together leading experts from econometrics and beyond. Reviews of books and software are also within the scope of the journal. Its content is expressly intended to reach beyond econometrics and advanced empirical economics, to statistics and other social sciences.