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831.
In this paper, we study the asymptotic properties of the adaptive Lasso estimators in high-dimensional generalized linear models. The consistency of the adaptive Lasso estimator is obtained. We show that, if a reasonable initial estimator is available, under appropriate conditions, the adaptive Lasso correctly selects covariates with non zero coefficients with probability converging to one, and that the estimators of non zero coefficients have the same asymptotic distribution they would have if the zero coefficients were known in advance. Thus, the adaptive Lasso has an Oracle property. The results are examined by some simulations and a real example. 相似文献
832.
In this article, by considering a multivariate normal mean–variance mixture distribution, we derive the exact joint distribution of linear combinations of order statistics and their concomitants. From this general result, we then deduce the exact marginal and conditional distributions of order statistics and their concomitants arising from this distribution. We finally illustrate the usefulness of these results by using a Swiss markets dataset. 相似文献
833.
834.
Suppose a subset of populations is selected from k exponential populations with unknown location parameters θ1, θ2, …, θk and common known scale parameter σ. We consider the estimation of the location parameter of the selected population and the average worth of the selected subset under an asymmetric LINEX loss function. We show that the natural estimator of these parameters is biased and find the uniformly minimum risk-unbiased (UMRU) estimator of these parameters. In the case of k = 2, we find the minimax estimator of the location parameter of the smallest selected population. Furthermore, we compare numerically the risk of UMRU, minimax, and the natural estimators. 相似文献
835.
836.
《Omega》2017
We propose a simulation-based solution framework for tackling the multi-objective inventory optimization problem. The goal is to find appropriate settings of reorder point and order quantity to minimize three objective functions simultaneously, which are the expected values of the total inventory cost, the average inventory level, and the frequency of inventory shortage. We develop new algorithms that can exploit statistically valid ranking and selection (R&S) procedures and the desirable mechanics of conventional multi-objective optimization techniques. Two simulation algorithms are proposed to be applied in different scenarios depending on the preference information that is revealed either during or after the actual optimization process. Experimental results are provided to evaluate the efficiency of the developed algorithms and other existing solution frameworks. 相似文献
837.
利用1988—2004年的统计数据,详细分析了海南省服务业发展的现状以及存在的问题,并根据资源禀赋和区位优势、产值贡献、就业贡献、相对生产率四大指标,分析和确定了海南服务业发展的重点行业,并给出相应的政策措施。 相似文献
838.
针对家庭商业健康保险参保比例在[0,1]闭区间上取值的特点,本文基于Tobit模型给出了比例响应数据的贝叶斯分位数回归建模方法。通过引入回归系数的“Spike-and-slab”先验分布,应用EM算法我们提出了基于门限规则的贝叶斯变量选择方法。大量数值模拟研究验证了所提的贝叶斯变量选择方法的有效性,且具有易操作、计算量小等优点。最后,将此方法应用到家庭商业健康保险数据的实证分析,研究不同分位数水平下家庭健康保险参保比例的影响因素,得到了许多有意义的研究结果。 相似文献
839.
刘晓艳 《长春理工大学学报(社会科学版)》2010,23(6):83-84
在大众传媒日益强大的今天,新闻报道早已成为人们获知外界消息的重要途径之一。然而披着客观性、公正性外衣的新闻报道也已成为背后利益集团传递不同价值观、意识观的工具。以此旨在运用批评话语分析的方法,对法新社与美联社关于奥巴马总统向日本天皇鞠躬事件的报道,从引语的使用、主被动语态和选词三个方面加以分析,以揭示隐藏的政治立场。 相似文献
840.
William C. Horrace Joseph T. Marchand Timothy M. Smeeding 《Journal of Economic Inequality》2008,6(1):5-32
Inequality measures are often presented in the form of a rank ordering to highlight their relative magnitudes. However, a
rank ordering may produce misleading inference, because the inequality measures themselves are statistical estimators with
different standard errors, and because a rank ordering necessarily implies multiple comparisons across all measures. Within
this setting, if differences between several inequality measures are simultaneously and statistically insignificant, the interpretation of the ranking is changed. This study uses a multivariate subset selection
procedure to make simultaneous distinctions across inequality measures at a pre-specified confidence level. Three applications
of this procedure are explored using country-level data from the Luxembourg Income Study. The findings show that simultaneous
precision plays an important role in relative inequality comparisons and should not be ignored.
An erratum to this article can be found at 相似文献