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High dimensional Bernstein-von Mises: simple examples. 高维伯恩斯坦-冯·米塞斯：简单的例子。
Institute of Mathematical Statistics collections Pub Date : 2010-01-01 DOI: 10.1214/10-IMSCOLL607
Iain M Johnstone
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引用次数: 0
A note on bounds for VC dimensions. 关于 VC 维度界限的说明。
Institute of Mathematical Statistics collections Pub Date : 2009-01-01 DOI: 10.1214/09-IMSCOLL508
Aad van der Vaart, Jon A Wellner
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引用次数: 0
Model selection and sensitivity analysis for sequence pattern models. 序列模式模型的选择与灵敏度分析。
Institute of Mathematical Statistics collections Pub Date : 2009-01-01
Mayetri Gupta
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引用次数: 0
Model selection and sensitivity analysis for sequence pattern models. 序列模式模型的选择与灵敏度分析。
Institute of Mathematical Statistics collections Pub Date : 2008-05-16 DOI: 10.1214/193940307000000301
Mayetri Gupta
{"title":"Model selection and sensitivity analysis for sequence pattern models.","authors":"Mayetri Gupta","doi":"10.1214/193940307000000301","DOIUrl":"https://doi.org/10.1214/193940307000000301","url":null,"abstract":"In this article we propose a maximal a posteriori (MAP) criterion for model selection in the motif discovery problem and investigate conditions under which the MAP asymptotically gives a correct prediction of model size. We also investigate robustness of the MAP to prior specification and provide guidelines for choosing prior hyper-parameters for motif models based on sensitivity considerations.","PeriodicalId":88897,"journal":{"name":"Institute of Mathematical Statistics collections","volume":"59 1","pages":"390-407"},"PeriodicalIF":0.0,"publicationDate":"2008-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76091915","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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