TechnometricsPub Date : 2025-01-01Epub Date: 2024-12-23DOI: 10.1080/00401706.2024.2430204
James Yang, Trevor Hastie
{"title":"Note on the Equivalence of Orthogonalizing EM and Proximal Gradient Descent.","authors":"James Yang, Trevor Hastie","doi":"10.1080/00401706.2024.2430204","DOIUrl":"10.1080/00401706.2024.2430204","url":null,"abstract":"<p><p>Xiong et al. (2016) develop a method called orthogonalizing EM (OEM) to solve penalized regression problems for tall data. While OEM is developed in the context of the EM algorithm, we show that it is, in fact, an instance of proximal gradient descent, a popular first-order convex optimization algorithm.</p>","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"67 2","pages":"267-269"},"PeriodicalIF":2.3,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12140180/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144249688","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
TechnometricsPub Date : 2024-08-23DOI: 10.1080/00401706.2024.2394475
Romain Ait Abdelmalek-Lomenech, Julien Bect, Vincent Chabridon, Emmanuel Vazquez
{"title":"Bayesian sequential design of computer experiments for quantile set inversion","authors":"Romain Ait Abdelmalek-Lomenech, Julien Bect, Vincent Chabridon, Emmanuel Vazquez","doi":"10.1080/00401706.2024.2394475","DOIUrl":"https://doi.org/10.1080/00401706.2024.2394475","url":null,"abstract":"We consider an unknown multivariate function representing a system—such as a complex numerical simulator—taking both deterministic and uncertain inputs. Our objective is to estimate the set of dete...","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"8 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142203234","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
TechnometricsPub Date : 2024-08-07DOI: 10.1080/00401706.2024.2374189
Stan Lipovetsky
{"title":"The Planetary Atom: A Fictional Account of George Adolphus Schott, the Forgotten Physicist","authors":"Stan Lipovetsky","doi":"10.1080/00401706.2024.2374189","DOIUrl":"https://doi.org/10.1080/00401706.2024.2374189","url":null,"abstract":"Published in Technometrics (Vol. 66, No. 3, 2024)","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"122 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141931283","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
TechnometricsPub Date : 2024-08-07DOI: 10.1080/00401706.2024.2374190
Egi Rahmansyah, Nur Hidayah, Megawati Zein Waliulu, Hawinda Restu Putri
{"title":"Data Science and Machine Learning for Non-Programmers Using SAS Enterprise Miner, 1st ed.","authors":"Egi Rahmansyah, Nur Hidayah, Megawati Zein Waliulu, Hawinda Restu Putri","doi":"10.1080/00401706.2024.2374190","DOIUrl":"https://doi.org/10.1080/00401706.2024.2374190","url":null,"abstract":"Published in Technometrics (Vol. 66, No. 3, 2024)","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"22 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141931284","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
TechnometricsPub Date : 2024-08-07DOI: 10.1080/00401706.2024.2374184
Sukardi, Puji Lestari
{"title":"Statistical Inference Based on Kernel Distribution Function Estimators","authors":"Sukardi, Puji Lestari","doi":"10.1080/00401706.2024.2374184","DOIUrl":"https://doi.org/10.1080/00401706.2024.2374184","url":null,"abstract":"Published in Technometrics (Vol. 66, No. 3, 2024)","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"29 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141931281","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
TechnometricsPub Date : 2024-08-07DOI: 10.1080/00401706.2024.2374188
Zulfaidil, La Ode Muhamad Iqbal, Riani Utami, Sri Redjeki Pudjaprasetya, Warsoma Djohan
{"title":"Molecular Networking Statistical Mechanics in the Age of AI and Machine Learning","authors":"Zulfaidil, La Ode Muhamad Iqbal, Riani Utami, Sri Redjeki Pudjaprasetya, Warsoma Djohan","doi":"10.1080/00401706.2024.2374188","DOIUrl":"https://doi.org/10.1080/00401706.2024.2374188","url":null,"abstract":"Published in Technometrics (Vol. 66, No. 3, 2024)","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"95 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141968653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
TechnometricsPub Date : 2024-08-07DOI: 10.1080/00401706.2024.2374182
David J. Olive
{"title":"A Course in the Large Sample Theory of Statistical Inference","authors":"David J. Olive","doi":"10.1080/00401706.2024.2374182","DOIUrl":"https://doi.org/10.1080/00401706.2024.2374182","url":null,"abstract":"Published in Technometrics (Vol. 66, No. 3, 2024)","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"75 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141931399","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}