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Variable selection for varying coefficient models includes the separation of varying and constant effects, and the selection of variables with nonzero varying effects and those with nonzero constant effects. This paper proposes a unified variable selection approach called the double-penalized quadratic inference functions method for varying coefficient models of longitudinal data. The proposed method can not only separate varying coefficients and constant coefficients, but also estimate and sele... 相似文献
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ZHANG Jun-hua FANG Wei-wu Institute of Applied Mathematics Academy of Mathematics System Sciences Chinese Academy of Sciences Beijing China 《系统科学与系统工程学报(英文版)》2001,10(3)
1 IntroductionIn questionnaire analysis,there are two important problems.One is called variableselection or assessment of question worth by which we mean a questionnaire that shouldconsist of those questions which are helpful to distinguish the respondents,in anotherword,a question should be discarded if it doesn′t offer sufficient information fordistinguishing the groups.The other is the problem of discriminant analysis,that is,anew respondent should be properly put into a certain group ba… 相似文献
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Azhong Ye Xiangbo Wu 《系统科学与信息学报》2008,6(2):119-125
Econometric simultaneous equation models play an important role in making economic policies, analyzing economic structure and economic forecasting. This paper presents local linear estimators by TSLS with variable bandwidth for every structural equation in semi-parametric simultaneous equation models in econometrics. The properties under large sample size were studied by using the asymptotic theory when all variables were random. The results show that the estimators of the parameters have consistency and asymptotic normality, and their convergence rates are equal to n^-1/2. And the estimator of the nonparametric function has the consistency and asymptotic normality in interior points and its rate of convergence is equal to the optimal convergence rate of the nonparametric function estimation. 相似文献
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《系统科学与复杂性》2015,(4)
The Student-t regression model is a useful extension of the normal model,which can be used for statistical modeling of data sets involving errors with heavy tails and/or outliers and provides robust estimation of means and regression coefficients.In this paper,the varying dispersion Student-t regression model is discussed,in which both the mean and the dispersion depend upon explanatory variables.The problem of interest is simultaneously select significant variables both in mean and dispersion model.A unified procedure which can simultaneously select significant variable is given.With appropriate selection of the tuning parameters,the consistency and the oracle property of the regularized estimators are established.Both the simulation study and two real data examples are used to illustrate the proposed methodologies. 相似文献
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灰色关联度分析在变量筛选应用中的误区 总被引:5,自引:0,他引:5
探讨了多元回归建模中灰色关联度分析应用于变量筛选时存在的问题及其原因 ;结合实例阐明 ,GM(1 ,n )模型本身无法克服模型的多重相关性 ,用灰色关联度分析来筛选变量所获得的 GM(1 ,n )模型是不可靠的. 相似文献
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The seamless-L_0(SELO) penalty is a smooth function that very closely resembles the L_0 penalty, which has been demonstrated theoretically and practically to be effective in nonconvex penalization for variable selection. In this paper, the authors first generalize the SELO penalty to a class of penalties retaining good features of SELO, and then develop variable selection and parameter estimation in Cox models using the proposed generalized SELO(GSELO) penalized log partial likelihood(PPL) approach. The authors show that the GSELO-PPL procedure possesses the oracle property with a diverging number of predictors under certain mild, interpretable regularity conditions. The entire path of GSELO-PPL estimates can be efficiently computed through a smoothing quasi-Newton(SQN) with continuation algorithm. The authors propose a consistent modified BIC(MBIC) tuning parameter selector for GSELO-PPL, and show that under some regularity conditions, the GSELOPPL-MBIC procedure consistently identifies the true model. Simulation studies and real data analysis are conducted to evaluate the finite sample performance of the proposed method. 相似文献
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随着制造业服务化趋势的日渐显现,生产性服务质量问题已成为学术与企业界关注的焦点.对生产性服务质量的关键影响因素进行了研究.在SERVPREF量表的基础上,构建了包含5个潜变量的服务质量模型,分别为:有形性、可靠性、响应性、保证性和移情性.通过问卷调查获取研究数据,运用SEM完成了信度及模型适配度分析,最终得到了影响服务质量的关键因素及各因素之间的相关性. 相似文献
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为了缩短控制系统的调节和整理时间,提出了变饱和状态柔性变结构控制系统设计方法。该方法在系统存在较大偏差时只通过线性控制器调节,在中等偏差时通过线性控制器和变饱和状态控制器一起调节,在小偏差时由线性控制器和由变饱和状态控制器转变的线性控制器一起调节,从而提高了对控制约束的利用。仿真结果表明:该方法在调节和整理时间以及跟踪精度上均优于滑模控制,而且控制信号平滑。 相似文献
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供应链合作伙伴选择的层次变权多因素决策 总被引:18,自引:0,他引:18
聂茂林 《系统工程理论与实践》2006,26(3):25-32
针对企业在选择供应链合作伙伴时,常权综合方法难以体现决策者对决策因素的均衡性要求和激励性要求,以及常权综合方法常常违背决策因素间不可替代性的弊病,提出了一种基于可拓理论和变权理论的新方法———层次变权优度评价法.该方法克服了常权综合的弊病,能够对某些重要影响因素进行均衡性处理的同时,对某些关键影响因素进行激励,从而使决策者意愿的体现建立在科学理论的基础之上.经实证研究,证实了该方法应用的灵活性和有效性. 相似文献
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在知识经济时代,组织的知识获取能力是生存发展的基础。为适应市场变化和激烈竞争,工程项目管理中必须清楚其知识管理现状,进而提升其知识管理能力,这需要一套完整的、适合工程项目特点的知识管理理论和方法。本文界定了工程项目知识管理的内涵,提出知识管理能力的7个构成要素,构建了模型及研究假设,设计了各要素能力的度量量表。通过问卷调查获取了研究数据资料,对量表进行信度、效度检验,并由此构建了各要素能力的度量指标体系。通过结构方程对概念模型进行了检验,从而明确了知识获取能力的相关性要素和影响程度。 相似文献
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《Systems Engineering - Theory & Practice》2008,28(11):16-22
Quasi-Stepwise regression variable selection method based on validation of least absolute deviation regression is proposed. The method shows good performance in its application to rural household net income forecasting. Three models with high accuracy are constructed based on this method. According to these models, factors affecting rural household net income are analyzed, and some policy suggestions are given to increase the rural household net income. 相似文献
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灰色模型GM(1,n)的变量选择及拟合度分析 总被引:9,自引:0,他引:9
根据灰色关联度,探讨了GM(1, n )拟合度与变量选择的关系.应用实例,说明了变量选择在灰色建模过程中的必要性. 相似文献
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In 2011, Liu, et al. investigated the structural controllability of directed networks. They proved that the minimum number of input signals, driver nodes, can be determined by seeking a maximum matching in the directed network. Thus, the algorithm for seeking a maximum matching is the key to solving the structural controllability problem of directed networks. In this study, the authors provide algebraic expressions for matchings and maximum matchings proposed by Liu, et al.(2011)via a new matrix... 相似文献
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Recurrent events data with a terminal event(e.g.,death) often arise in clinical and observational studies.Variable selection is an important issue in all regression analysis.In this paper, the authors first propose the estimation methods to select the significant variables,and then prove the asymptotic behavior of the proposed estimator.Furthermore,the authors discuss the computing algorithm to assess the proposed estimator via the linear function approximation and generalized cross validation method for determination of the tuning parameters.Finally,the finite sample estimation for the asymptotical covariance matrix is also proposed. 相似文献
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This paper investigates the nonnegative approximate controllability for the one-dimensional degenerate heat equation governed by bilinear control. Both non-controllability and approximate controllability are studied for the system. If the control is restricted to act on a fixed domain, it is not controllable. If the control is allowed to mobile, it is approximately controllable. 相似文献
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变参数指数分布先验信息的折合 总被引:1,自引:0,他引:1
针对高可靠性复杂系统试验数据少、寿命试验中分布参数变动的特点,讨论了多阶段环境试验下,变参数指数分布先验信息的折合方法。提出了指数分布折合因子的概念,通过该折合因子将不同阶段试验数据折合为现场试验数据,以此作出指数分布中未知参数的折合区间估计和点估计。在寿命分布为指数分布的可靠性增长试验中,在现场样本量较小的情况下,将同分布的历史试验数据进行折合,进而运用Bayes方法评估系统失效率等有重要的意义。最后通过仿真实例验证了该方法的有效性。 相似文献