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Theory I: Prediction 理论一:预测
Springer Texts in Statistics Pub Date : 2021-04-30 DOI: 10.1007/978-3-030-73792-4_6
Johannes Lederer
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引用次数: 207
Graphical Models 图形化的模型
Springer Texts in Statistics Pub Date : 2021-04-30 DOI: 10.1007/978-3-030-73792-4_3
Johannes Lederer
{"title":"Graphical Models","authors":"Johannes Lederer","doi":"10.1007/978-3-030-73792-4_3","DOIUrl":"https://doi.org/10.1007/978-3-030-73792-4_3","url":null,"abstract":"","PeriodicalId":297640,"journal":{"name":"Springer Texts in Statistics","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131807479","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
Linear Regression 线性回归
Springer Texts in Statistics Pub Date : 2021-04-30 DOI: 10.1007/978-3-030-73792-4_2
Johannes Lederer
{"title":"Linear Regression","authors":"Johannes Lederer","doi":"10.1007/978-3-030-73792-4_2","DOIUrl":"https://doi.org/10.1007/978-3-030-73792-4_2","url":null,"abstract":"","PeriodicalId":297640,"journal":{"name":"Springer Texts in Statistics","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126484638","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
Theory II: Estimation and Support Recovery 理论二:估计和支持恢复
Springer Texts in Statistics Pub Date : 2021-04-30 DOI: 10.1007/978-3-030-73792-4_7
Johannes Lederer
{"title":"Theory II: Estimation and Support Recovery","authors":"Johannes Lederer","doi":"10.1007/978-3-030-73792-4_7","DOIUrl":"https://doi.org/10.1007/978-3-030-73792-4_7","url":null,"abstract":"","PeriodicalId":297640,"journal":{"name":"Springer Texts in Statistics","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132889363","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
Tuning-Parameter Calibration 调优参数校准
Springer Texts in Statistics Pub Date : 2021-04-30 DOI: 10.1007/978-3-030-73792-4_4
Johannes Lederer
{"title":"Tuning-Parameter Calibration","authors":"Johannes Lederer","doi":"10.1007/978-3-030-73792-4_4","DOIUrl":"https://doi.org/10.1007/978-3-030-73792-4_4","url":null,"abstract":"","PeriodicalId":297640,"journal":{"name":"Springer Texts in Statistics","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127252946","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: 1
Statistical Learning from a Regression Perspective 回归视角下的统计学习
Springer Texts in Statistics Pub Date : 2020-04-23 DOI: 10.1007/978-3-030-40189-4
Richard A. Berk
{"title":"Statistical Learning from a Regression Perspective","authors":"Richard A. Berk","doi":"10.1007/978-3-030-40189-4","DOIUrl":"https://doi.org/10.1007/978-3-030-40189-4","url":null,"abstract":"","PeriodicalId":297640,"journal":{"name":"Springer Texts in Statistics","volume":"118 30","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141210480","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: 18
A Graduate Course on Statistical Inference 统计推断研究生课程
Springer Texts in Statistics Pub Date : 2019-08-02 DOI: 10.1007/978-1-4939-9761-9
Bing Li, G. Babu
{"title":"A Graduate Course on Statistical Inference","authors":"Bing Li, G. Babu","doi":"10.1007/978-1-4939-9761-9","DOIUrl":"https://doi.org/10.1007/978-1-4939-9761-9","url":null,"abstract":"","PeriodicalId":297640,"journal":{"name":"Springer Texts in Statistics","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127366354","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: 26
One-Way ANOVA 单向方差分析
Springer Texts in Statistics Pub Date : 2018-08-03 DOI: 10.1007/978-1-4419-9816-3_4
Ronald Christensen
{"title":"One-Way ANOVA","authors":"Ronald Christensen","doi":"10.1007/978-1-4419-9816-3_4","DOIUrl":"https://doi.org/10.1007/978-1-4419-9816-3_4","url":null,"abstract":"","PeriodicalId":297640,"journal":{"name":"Springer Texts in Statistics","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124827506","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: 135
An Introduction to Statistical Learning 统计学习导论
Springer Texts in Statistics Pub Date : 2013-06-25 DOI: 10.1007/978-1-4614-7138-7
Gareth M. James, D. Witten, T. Hastie, R. Tibshirani
{"title":"An Introduction to Statistical Learning","authors":"Gareth M. James, D. Witten, T. Hastie, R. Tibshirani","doi":"10.1007/978-1-4614-7138-7","DOIUrl":"https://doi.org/10.1007/978-1-4614-7138-7","url":null,"abstract":"","PeriodicalId":297640,"journal":{"name":"Springer Texts in Statistics","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115378108","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: 6635
Large Sample Techniques for Statistics 统计学的大样本技术
Springer Texts in Statistics Pub Date : 2010-07-14 DOI: 10.1007/978-1-4419-6827-2
Jiming Jiang
{"title":"Large Sample Techniques for Statistics","authors":"Jiming Jiang","doi":"10.1007/978-1-4419-6827-2","DOIUrl":"https://doi.org/10.1007/978-1-4419-6827-2","url":null,"abstract":"","PeriodicalId":297640,"journal":{"name":"Springer Texts in Statistics","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133547376","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: 63
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