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控制单水平研究中的多水平误差:基于设计的方法
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作者 王阳 温忠麟 付媛姝 《心理科学》 CSSCI CSCD 北大核心 2022年第6期1475-1482,共8页
由于取样设计的原因,多水平数据结构不仅存在于多水平研究,也广泛存在于单水平研究,需要在单水平分析中控制多水平误差。此时使用多层线性模型发挥不了优势,反而因模型的复杂性带来麻烦。基于设计的方法相对更简单、高效和稳健,更契合... 由于取样设计的原因,多水平数据结构不仅存在于多水平研究,也广泛存在于单水平研究,需要在单水平分析中控制多水平误差。此时使用多层线性模型发挥不了优势,反而因模型的复杂性带来麻烦。基于设计的方法相对更简单、高效和稳健,更契合含多水平误差的单水平研究情境。在详细介绍基于设计的方法及其优势后,利用数据实例展示基于设计的方法在单水平研究中控制多水平误差的效果,并为应用研究者提供方法选用建议。 展开更多
关键词 单水平研究 多水平数据 多层线性模型 基于设计的方法
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小域估计理论的国际动态与应用 被引量:1
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作者 张会敏 《统计与决策》 CSSCI 北大核心 2015年第5期32-36,共5页
小域估计(SAE)问题的关键点是如何找到针对评估对象特征的均值、计数、分位数点等内容的可靠估计,以及评估的准确度,尤其是对那些可供参考数据很少的领域而言。文章的主要内容包括分析对比小域估计理论的一些新的重要方法。介绍两种主... 小域估计(SAE)问题的关键点是如何找到针对评估对象特征的均值、计数、分位数点等内容的可靠估计,以及评估的准确度,尤其是对那些可供参考数据很少的领域而言。文章的主要内容包括分析对比小域估计理论的一些新的重要方法。介绍两种主要的方法,基于设计的估计法和基于模型的估计法,简要阐释了新算法的研究成果及发展方向。 展开更多
关键词 基于设计的方法 基于模型的方法 测量误差 模型校验 异常值 贫困地图
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Knowledge-based engineering approach for the support of ship structure design
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作者 杨和振 Chen Jinfeng +1 位作者 Ma Ning Wang Deyu 《High Technology Letters》 EI CAS 2013年第3期240-245,共6页
The paper presents a knowledge-based engineering (KBE) approach for ship node components design. In the ship design process, many design tasks need design experiences to support. Howev- er, a ship design process is ... The paper presents a knowledge-based engineering (KBE) approach for ship node components design. In the ship design process, many design tasks need design experiences to support. Howev- er, a ship design process is a complicated process with many simultaneously repetitive and time-con- suming activities. In this research, the method combines KBE with Tribon system's built-in devel- opment language tools of Vitesse, captures and applies design knowledge for achieving standard com- ponents intelligent design modeling. A case study and industry implementation illustrate the feasibili- ty of the proposed methodology. The KBE technique can provide not only proper references, sug- gests and supports but also knowledge integrated in the ship structure design. Especially, these rules related to the design can avoid lots of design mistakes. During the ship design stage, getting more precise and better designs will not only reduce the time of rework and wasting resources but also shorten the construction time_ imnrov~ clilnl;hz ~nA nrnf;t 展开更多
关键词 knowledge-based engineering KBE) ship design components library Tribon system
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Pushover analysis of underground structures:Method and application 被引量:21
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作者 LIU JingBo WANG WenHui DASGUPTA Gautam 《Science China(Technological Sciences)》 SCIE EI CAS 2014年第2期423-437,共15页
Pushover analysis is common because of its conceptual simplicity and computational attractiveness in computing seismic demand.Considering that traditional pushover analysis is restricted in underground structures due ... Pushover analysis is common because of its conceptual simplicity and computational attractiveness in computing seismic demand.Considering that traditional pushover analysis is restricted in underground structures due to the stark differences in the seismic response characteristics of surface structures,this paper proposes a pushover analysis method for underground structures and its application in seismic damage assessment.First,three types of force distribution are presented based on ground response analysis.Next,the target displacements and analysis models are established according to force-based and performance-based design.Then,the pushover analysis procedure for underground structures is described.Next,the applicability of pushover analysis to underground structures is verified by comparing the responses of a Chongwenmen subway station determined by the proposed procedure and by nonlinear response history analysis.In addition,two other points are made:that the inverted triangular distribution of effective earthquake acceleration is more practical than the other two distributions,and that performance-based design is more effective than force-based design.Finally,a cyclic reversal loading pattern based on one cycle of reversal loads as an earthquake event is presented and applied to the seismic damage assessment of underground structures.The results show that the proposed pushover analysis can be effectively applied to the seismic design and damage assessment of underground structures. 展开更多
关键词 underground structure pushover analysis seismic demand seismic damage assessment
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