Bayesian estimation of rare sensitive attribute

Randomized response models have been used to estimate a population proportion of a sensitive attribute. A randomized device is typically employed to protect respondent's privacy in a survey. In addition, an unrelated question is asked to improve the statistical efficiency. In this article, we propose Bayesian estimation of rare sensitive attribute using randomized response technique, which includes a rare unrelated attribute. Two cases are considered, the proportion of a rare unrelated attribute is known and unknown. A simulation study is conducted to assess the performance of the models using mean absolute error and coverage probability. The results show that the performance depends on the parameters and is robust to priors.     

Precise large deviations for the difference of two sums of END random variables with heavy tails

Assume that there are two types of insurance contracts in an insurance company, and the ith related claims are denoted by {X_ij, j ? 1}, i = 1, 2. In this article, the asymptotic behaviors of precise large deviations for non random difference ∑^n₁(t)_{j = 1}X_1j ? ∑^n₂(t)_{j = 1}X_2j and random difference ∑^N₁(t)_{j = 1}X_1j ? ∑^N₂(t)_{j = 1}X_2j are investigated, and under several assumptions, some corresponding asymptotic formulas are obtained.     

Strong law of large numbers and complete convergence for non-identically distributed WOD random variables

In this paper, we establish the strong law of large numbers and complete convergence for non-identically distributed WOD random variables. We derive some new inequalities of Fuk–Nagaev type for the sums of non-identically distributed WD random variables. All these results further extend and refine previous ones.     

技术与制度交互视角下建筑企业绿色转型驱动的内生机理研究

基于技术与制度交互理论,利用扎根理论识别出15项影响建筑企业绿色转型的内生性因素,采用ISM-MICMAC方法探索影响因素间的作用机理。结果表明,技术与制度相互影响、协同促进建筑企业绿色转型内生驱动力的形成。市场调研、项目管理、财务能力是推动绿色转型的直接因素,也是内生性驱动因素。     

汉语双字词常模特征跨词性对比研究

汉语中不同词性词有不同常模特征规律。名词的具体性、意象性、语义透明度最高，但笔画数最少；动词的词频最高、习得年龄最晚,但感官经验度最低；形容词的熟悉性、主观词频和情感经验度最高，但具体性最低。同时，具体性、意象性和感官经验度之间的相互关联只存在于名词和形容词中。13个常模特征可以归为频率、语义、视觉复杂性和词义数四个公共因子，但各因子所主要代表的变量情况在不同词性词之间有相似，亦有不同。另外，动词和形容词之间的相似性高于它们分别与名词之间的相似性程度，习得年龄、情感经验度、意象性和主观词义数最能把名词与另外两种词性区分开来。     

基于犹豫模糊信息投影技术的双边匹配决策方法

文章针对犹豫模糊信息下的匹配问题,提出了一种双边匹配决策分析方法.给出了犹豫模糊信息的双边匹配问题描述,将双边主体给出的犹豫模糊信息依据投影法进行信息的集结,构建了两个投影矩阵,依据双方主体组合满意度构建了匹配度矩阵.在此基础上,通过求解双边匹配优化模型,得出双边主体最优匹配结果.最后,以IT外包供需双方的匹配实例说明了所提出方法的可行性和实用性.     

A New Feature Selection Method for Text Categorization of Customer Reviews

With the rapid development of e-commerce, online consumer review plays an increasingly important role in consumers’ purchase decisions. Most research papers use the quantitative measures of consumer reviews for statistical analysis. Here we focus on analyzing the texts of customer reviews with text mining tools. We propose a new feature selection method called maximizing the difference. Various classification methods such as boosting, random forest and SVM are used to test the performance of the new method along with different evaluation criteria. Both simulation and empirical results show that it improves the effectiveness of the classifier over the existing methods.     

三次党内集中学习教育活动的回顾与思考(英文)

21世纪以来,中国共产党相继开展了农村三个代表重要思想学习教育活动,以实践三个代表重要思想为主要内容的保持党员先进性教育活动和深入学习实践科学发展观活动。通过这三次活动,广大党员、干部受到深刻的马克思主义教育,进一步增强了对三个代表重要思想的认识。这三次活动对于在新的历史起点上推进党的建设的伟大工程,具有十分重要的启示意义。     

Contents of heavy metals in arable soils and birth defect risks in Shanxi, China: a small area level geographic study

The burgeoning demands of China’s urbanization and industrial development put pressure on the resources of the entire country and have direct and indirect effects on the health of individuals, at times in areas far removed from cities themselves. Current evidence suggests that heavy metal pollution in soil, a common by-product of coal mining and other industrial activities, may be linked to risk of birth defects. We examine this hypothesis using small area level data including soil samples and detailed birth records from 2002 to 2004 from 97 villages in Shanxi province, a heavy coal-mining region. We find that soils containing arsenic, lead, and nickel are significantly correlated with the incidence of birth defects. In particular, we find a strong positive dose-dependent association of birth defects with lead, a moderate positive effect with arsenic, and a dose-dependent negative association with nickel. These results are consistent with the postulated link between arsenic and lead and human birth defects, but raise questions about the effects of nickel in this context. China’s rapid urbanization underscores the need for closer attention to the relationship between the health and the environment.     

关于三分Cantor集的结构的一些新结论

旨在采用代数的方法来研究三分Cantor集的结构特点。主要结果除了给出三分Cantor集的代数构造外还定义了仿四进位；结合代数构造、拓扑构造以及仿四进位分别给出并证明了三分Cantor集及其余集的结构公式，从而改进了已有的结论。