排序方式: 共有106条查询结果,搜索用时 218 毫秒
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线性回归模型系数Stein估计的改进研究 总被引:8,自引:0,他引:8
针对线性回归模型病态的根本原因,提出了一类新的估计———c-k型估计,将岭估计与Stein估计统一到一个估计类;研究了这一估计类,证明利用岭回归技术可以改进著名的Stein估计(在均方误差意义下);同时研究了相应参数的最优值,分别给出了它的一个上界及下界,为病态线性回归模型系数的有偏估计提供了改进的技术途径. 相似文献
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王文政 《后勤工程学院学报》2011,27(4):54-57,63
为推动信息化战争条件下后勤保障模式转变,加快后勤信息化建设,在简要介绍战术数据链相关概念及其发展现状的基础上,通过对国内外战术数据链发展现状的分析,重点论述了其对我军后勤信息化建设的启示,分析了数据链应在后勤信息化建设中发挥的重要作用及建设我军后方勤务数据链需要注意的问题.最后,从软、硬件构成要素和报文标准3方面给出了... 相似文献
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Many important problems in Operations Research and Statistics require the computation of nondominated (or Pareto or efficient) sets. This task may be currently undertaken efficiently for discrete sets of alternatives or for continuous sets under special and fairly tight structural conditions. Under more general continuous settings, parametric characterisations of the nondominated set, for example through convex combinations of the objective functions or ε‐constrained problems, or discretizations‐based approaches, pose several problems. In this paper, the lack of a general approach to approximate the nondominated set in continuous multiobjective problems is addressed. Our simulation‐based procedure only requires to sample from the set of alternatives and check whether an alternative dominates another. Stopping rules, efficient sampling schemes, and procedures to check for dominance are proposed. A continuous approximation to the nondominated set is obtained by fitting a surface through the points of a discrete approximation, using a local (robust) regression method. Other actions like clustering and projecting points onto the frontier are required in nonconvex feasible regions and nonconnected Pareto sets. In a sense, our method may be seen as an evolutionary algorithm with a variable population size. © 2005 Wiley Periodicals, Inc. Naval Research Logistics, 2005. 相似文献
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灰色分析法在物流绩效评价中的应用研究 总被引:3,自引:0,他引:3
提出了基于灰色关联度的物流绩效灰色评价模型。阐明了灰色分析法进行物流绩效评价的方法,并与文献[1]的方法进行了比较。结果表明灰关联分析方法应用于物流绩效评价是有效的、可行的,且具有分析全面、方法简便、易于计算机实现等特点。 相似文献
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一种发动机万有特性曲面拟合的新方法 总被引:2,自引:0,他引:2
通过分析发动机实测试验数据,提出了燃油消耗率同转速和扭矩之间存在类似幂指函数的关系,运用多元回归的方法对发动机的万有特性曲面进行了拟合,对拟合结果用数理统计的方法进行了检验,最后指出对发动机万有特性曲面的拟合采用分段函数进行数值计算,将得到更为精确的结果。 相似文献
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This paper discusses a novel application of mathematical programming techniques to a regression problem. While least squares regression techniques have been used for a long time, it is known that their robustness properties are not desirable. Specifically, the estimators are known to be too sensitive to data contamination. In this paper we examine regressions based on Least‐sum of Absolute Deviations (LAD) and show that the robustness of the estimator can be improved significantly through a judicious choice of weights. The problem of finding optimum weights is formulated as a nonlinear mixed integer program, which is too difficult to solve exactly in general. We demonstrate that our problem is equivalent to a mathematical program with a single functional constraint resembling the knapsack problem and then solve it for a special case. We then generalize this solution to general regression designs. Furthermore, we provide an efficient algorithm to solve the general nonlinear, mixed integer programming problem when the number of predictors is small. We show the efficacy of the weighted LAD estimator using numerical examples. © 2006 Wiley Periodicals, Inc. Naval Research Logistics, 2006 相似文献
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高层建筑物变形监测与分析方法研究 总被引:3,自引:0,他引:3
进行高层建筑物的变形监测对其安全性非常重要。本文针对高层建筑物变形监测环境及其对监测快速、高精度的要求,详细阐述了采用GPS和全站仪的组合监测方案,重点提出了利用回归平面进行建筑物整体倾斜变形分析的方法,并用实例验证了该方法的可行性。 相似文献