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                                          • 天元讲堂07(1.10)A Component-Position Model, Analysis and Design for Order-of-Addition Experiments
                                          • 浏览量:10 发布人: 发布时间:2020-01-06
                                          • 报告人:南开大学杨建峰教授

                                            时间:202011016:00-17:00

                                            地点:数学楼二楼学术报告厅

                                             

                                            摘要:An order-of-addition experiment is a kind of experiment in which the response is affected by the addition order of materials or components. In many situations, performing the full design with all possible permutations of components is unaffordable, especially when the number of components is larger than four. We introduce a component-position model for analyzing data from such experiments and study associated problems. We further propose a new type of design, called component orthogonal array, as a fraction of the full design for order-of-addition experiments. It is shown that component orthogonal arrays have the same D-efficiency as the full design under our proposed model. Component orthogonal arrays also perform well under the existing pairwise ordering model. Two drug combination experiments are used to show the effectiveness of the proposed model and designs.

                                             

                                            报告人简介:杨建峰,男,南开大学统计与数据科学学院教授,2002年河北工业大学本科毕业,2007年南开大学博士毕业,毕业后留校工作至今。曾访问美国威斯康辛大学麦迪逊分校统计系和美国加州大学洛杉矶分校统计系。主要研究方向为试验设计,具体包括因子试验、计算机试验、添加次序试验等的设计与建模,已在Science China-MathematicsBiometrikaStatistica SinicaTechnometricsSCI期刊发表高水平学术论文近30篇。已主持国家自然科学基金3项(青年基金1项,面上项目2项),荣获教育部自然科学二等奖一项,入选天津市“131”创新型人才培养工程第二层次人选。现任天津市现场统计研究会秘书长,中国现场统计研究会试验设计分会常务理事、副秘书长,中国数学会均匀设计分会常务委员、副秘书长,全国工业统计学教学研究会理事。

                                            邀请人:唐煜

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