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The Method for Optimum Estimation of COVID-19 Variant Type Virus Infection Status Analysis by the Multivariate Analysis Considering the Environmental Variability Impact in Japan
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作者 Eiji Toma Yukinori Kobayashi 《Journal of Applied Mathematics and Physics》 2022年第2期425-448,共24页
Currently, the estimated value of the effective reproduction number (ERN), which is an index for grasping the COVID-19 infection status, is used for important planning and evaluation of infection prevention measures. ... Currently, the estimated value of the effective reproduction number (ERN), which is an index for grasping the COVID-19 infection status, is used for important planning and evaluation of infection prevention measures. Since ERN in the Sequential SIR model fluctuates in multiple dimensions due to changes in the surrounding environment, it is difficult to set the appropriate accuracy of the uncertainty region of the estimated data. The challenge in this study is to build a mathematical model of infectious disease according to the characteristics and data characteristics of the infectious disease and select an appropriate estimation method. Highly accurate quantitative research that analyzes the validity of “how infectious diseases prevail” from an academic point of view is the key to prediction and estimation in appropriate infection situation analysis. In this study, we adopted a statistical multivariate analysis method (T method) that enables evaluation and prediction of important factors related to ERN estimation and analysis of phenomena that change in real time (time series analysis). It was clarified that it is possible to estimate with higher accuracy by applying the T method to the estimated value of ERN by the current SIR mathematical model. 展开更多
关键词 COVID-19 Sequential SIR Model Effective Reproduction Number multivariate analysis Method T-Method Regression analysis
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Property and provenance study of fancy celadon samples excavated from the Noble Burials of the Yue State at Hongshan, China 被引量:8
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作者 WU Juan WU JunMing +4 位作者 LI QiJiang ZHANG MaoLin LI JiaZhi LU XiaoKe DENG ZeQun 《Science China(Technological Sciences)》 SCIE EI CAS 2010年第2期369-374,共6页
The Noble Burials of the Yue State at Hongshan in Wuxi City with many fancy burial objects were excavated by Archaeology Institute of Jiangsu Province and Xishan District Committee for Administration of Cultural Relic... The Noble Burials of the Yue State at Hongshan in Wuxi City with many fancy burial objects were excavated by Archaeology Institute of Jiangsu Province and Xishan District Committee for Administration of Cultural Relics of China.It was appraised as one of the ten major archaeological excavations in 2004.Some precious ceramic samples excavated from this site are very important for studying the development history of Chinese ceramics,especially for studying the origin of porcelain.With the cooperation of Archaeology Institute of Nanjing Museum,the ceramic samples excavated from the Noble Burials of the Yue State at Hongshan were collected and systematically analyzed.Compared with the celadon samples produced in Yue-kiln site during later Eastern Han Dynasty(25–220 A.D.),some important topics such as the provenance and properties of the ceramic samples excavated from the Noble Burials of the Yue State at Hongshan were deeply studied. 展开更多
关键词 Noble Burials of the Yue State at Hongshan multivariate statistical analysis method origin of porcelain CELADON
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A review of 20 years of naive tests of significance for high-dimensional mean vectors and covariance matrices 被引量:1
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作者 HU Jiang BAI ZhiDong 《Science China Mathematics》 SCIE CSCD 2016年第12期2281-2300,共20页
We introduce the so-called naive tests and give a brief review of the new developments. Naive testing methods are easy to understand and perform robustly, especially when the dimension is large. We focus mainly on rev... We introduce the so-called naive tests and give a brief review of the new developments. Naive testing methods are easy to understand and perform robustly, especially when the dimension is large. We focus mainly on reviewing some naive testing methods for the mean vectors and covariance matrices of high-dimensional populations, and we believe that this naive testing approach can be used widely in many other testing problems. 展开更多
关键词 naive testing methods hypothesis testing high-dimensional data multivariate analysis of variance(MANOVA)
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