ASA-SIAM series on statistics and applied probability最新文献

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Bayesian nonparametrics via neural networks 基于神经网络的贝叶斯非参数
ASA-SIAM series on statistics and applied probability Pub Date : 2004-07-08 DOI: 10.1137/1.9780898718423
Herbert K. H. Lee
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引用次数: 32
Experimental design for formulation 配方试验设计
ASA-SIAM series on statistics and applied probability Pub Date : 1900-01-01 DOI: 10.1137/1.9780898718393
Wendell F. Smith
{"title":"Experimental design for formulation","authors":"Wendell F. Smith","doi":"10.1137/1.9780898718393","DOIUrl":"https://doi.org/10.1137/1.9780898718393","url":null,"abstract":"Preface Part I. Preliminaries: 1. Introduction 2. Mixture space 3. Models for a mixture setting Part II. Design: 4. Designs for simplex-shaped regions 5. Designs for non-simplex-shaped regions 6. Design evaluation 7. Blocking mixture experiments Appendix 7A Part III. Analysis: 8. Building models in a mixture setting 9. Model evaluation 10. Model revision 11. Effects 12. Optimization Part IV. Special Topics: 13. Including process variables 14. Collinearity Bibliography Index.","PeriodicalId":118426,"journal":{"name":"ASA-SIAM series on statistics and applied probability","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115303410","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: 88
Anthology of Statistics in Sports 体育统计选集
ASA-SIAM series on statistics and applied probability Pub Date : 1900-01-01 DOI: 10.1137/1.9780898718386
J. Albert, Jay M. Bennett, J. Cochran
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引用次数: 24
Multivariate statistical process control with industrial applications 多元统计过程控制与工业应用
ASA-SIAM series on statistics and applied probability Pub Date : 1900-01-01 DOI: 10.1137/1.9780898718461
R. L. Mason, John C. Young
{"title":"Multivariate statistical process control with industrial applications","authors":"R. L. Mason, John C. Young","doi":"10.1137/1.9780898718461","DOIUrl":"https://doi.org/10.1137/1.9780898718461","url":null,"abstract":"This applied, self-contained text provides detailed coverage of the practical aspects of multivariate statistical process control (MVSPC) based on the application of Hotelling's T2 statistic. MVSPC is the application of multivariate statistical techniques to improve the quality and productivity of an industrial process. The authors, leading researchers in this area who have developed major software for this type of charting procedure, provide valuable insight into the T2 statistic. Intentionally including only a minimal amount of theory, they lead readers through the construction and monitoring phases of the T2 control statistic using numerous industrial examples taken primarily from the chemical and power industries. These examples are applied to the construction of historical data sets to serve as a point of reference for the control procedure and are also applied to the monitoring phase, where emphasis is placed on signal location and interpretation in terms of the process variables. Specifically devoted to the T2 methodology, Multivariate Statistical Process Control with Industrial Applications is the only book available that concisely and thoroughly presents such topics as how to construct a historical data set; how to check the necessary assumptions used with this procedure; how to chart the T2 statistic; how to interpret its signals; how to use the chart in the presence of autocorrelated data; and how to apply the procedure to batch processes. The book comes with a CD-ROM containing a 90-day demonstration version of the QualStat multivariate SPC software specifically designed for the application of T2 control procedures. The CD-ROM is compatible with Windows 95, Windows 98, Windows Me Millennium Edition, and Windows NT operating systems.","PeriodicalId":118426,"journal":{"name":"ASA-SIAM series on statistics and applied probability","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126729735","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: 180
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