Selection of influential variables in ordinal data with preponderance of zeros

Presence of excess zero in ordinal data is pervasive in areas like medical and social sciences. Unfortunately, analysis of such kind of data has so far hardly been looked into, perhaps for the reason that the underlying model that fits such data, is not a generalized linear model. Obviously some methodological developments and intensive computations are required. The current investigation is concerned with the selection of variables in such models. In many occasions where the number of predictors is quite large and some of them are not useful, the maximum likelihood approach is not the automatic choice. As, apart from the messy calculations involved, this approach fails to provide efficient estimates of the underlying parameters. The proposed penalized approach includes ?₁ penalty (LASSO) and the mixture of ?₁ and ?₂ penalties (elastic net). We propose a coordinate descent algorithm to fit a wide class of ordinal regression models and select useful variables appearing in both the ordinal regression and the logistic regression based mixing component. A rigorous discussion on the selection of predictors has been made through a simulation study. The proposed method is illustrated by analyzing the severity of driver injury from Michigan upper peninsula road accidents.     

The Impact of Public Expenditure and International Trade on Agricultural Productivity in China

The “industry nurturing agriculture” reforms and World Trade Organization accession led to dramatic growth in public expenditure and international trade in China’s agricultural sector. This article aims to estimate the effects of public expenditure and trade on agricultural productivity in China for 2004–2015. A semi-parametric production function with shape constraints is introduced to derive more accurate productivity before the productivity determinants are analyzed with an emphasis on public expenditure and trade. The empirical result shows that public expenditure and exports can effectively improve agricultural productivity, while imports have no significant effects. Policy implications are discussed in the context of supply-side reforms.     

空中庭院与半围合式住宅感知密度的关联性研究——以广州万科峯境为例

在半围合式城市住宅中,感知密度是居住体验的重要环节。空中庭院能够缓解高密度环境中的拥挤感,优化其空间形态,是改善环境感知的建构基础。使用虚拟现实技术进行密度感知实验,能探讨与空中庭院形态相关的视觉因素——可视性和绿视率对环境感知密度的影响。将广州万科峯境作为原型建立15组以可视性与绿视率为变量的实验模型,通过采集受试者对不同环境感知密度的主观评价,反映实验样本的空间特征,进而分析主观评价与客观量化之间的关联机制。分析结果表明：半围合式城市住宅空中庭院的可视性与绿视率是影响居住环境感知密度的重要因素;呈线状分布的、具有视觉层次性的空中庭院更受大众青睐。     

一种可考虑形状效应的浅埋板锚极限抗拔力计算方法

现有的板锚极限抗拔力计算方法只考虑了常规形状锚板的情况,不适用于特殊形状的锚板。为了更好地指导工程实践,在总结已有研究的基础上,研究了圆形、方形、正三角形和风筝形锚板,假定锚板的破坏面从锚板的侧面以膨胀角向上延伸,形成与锚板自身具有相同横截面形状的棱台,结合数学和力学理论分析,提出了一种可以考虑形状效应的浅埋板锚极限抗拔承载力计算方法,并将简化方法计算所得承载力和公开试验结果进行对比。结果表明,简化计算方法适用于埋深与板宽之比小于5的浅埋情况,且具有较高的精度,可以在初步工程设计中加以应用。研究结果为多种形态的浅埋锚板极限抗拔力计算提供了新的方法,可为类似工程项目的设计提供参考,具有一定的工程借鉴价值。     

新建大同至西安铁路工程皂角大桥连续梁线形控制

本文介绍了皂角大桥(32+48+32m)预应力混凝土连续梁的施工控制情况,提出了一个推算挂蓝弹性变形的简单公式,对控制线性的修缮作出了新的尝试。     

基于图像分析光学伪装效果的定量评价系统

针对传统的伪装效果评价容易受到试验条件、时间、经费等多方面限制的问题,提出了一种基于图像定量评价光学伪装效果的方法。利用AHP对颜色和形状进行权重的分析,得出颜色和形状的权重系数W1和W2,通过颜色评价系数对伪装图案与背景的图像颜色相似度进行定量评价,利用横纵比差值来对伪装图案与背景的图像形状相似度进行评价,最终得出基于图像分析光学伪装评价效果的定量评价系统。实验结果表明,该评价系统可实现对伪装图案与背景的颜色和形状相似程度的定量评价。     

退休老年人身体形态与力量素质相关关系的研究

近年来老年人的身体健康现状日益成为人们关注的焦点问题之一,为了对退休老年人的身体健康状况有进一步的了解,对58-68年龄段退休老年人进行身体形态和力量素质的测试。研究发现身高与握力（r=0.659）、体重和握力（r=0.655）均有显著相关性,且呈正相关趋势,身高与体重（r=-0.243）呈负相关。因此在适度原则下,应加强以力量素质为主的体育锻炼,其对于提高身体素质,增进健康有非常重要的意义。     

N‐FIRM OLIGOPOLY WITH GENERAL ISO‐ELASTIC DEMAND

In this note oligopoly with iso‐elastic demand is analysed. Unlike previous studies we consider general iso‐elastic demand rather than the case of unit elasticity. An n‐firm Nash‐Cournot equilibrium for the case of heterogeneous constant marginal costs is derived. The main result is a closed‐form solution that shows the dependency of the equilibrium on the elasticity of demand and the share of industry costs. The result has applications to a wide range of areas in oligopoly theory by allowing comparisons across markets with different elasticities of demand.     

中国政府科技投入变化态势及与经济增长的关系

全面剖析了1953—2014年中国政府科技投入的规模和强度的变化态势,系统分析了政府科技投入与经济增长的弹性系数的变化情况。通过回归分析和协整检验,分析了1953—2014年中国政府的科技投入与经济增长的相关性。结果表明:1953—2014年中国政府科技投入的规模和强度不断加大,政府科技投入对经济增长的平均贡献率达到13.2%;政府科技投入与GDP增长之间存在较强的正相关关系和长期动态均衡关系。指出:为实施创新驱动发展战略、实现建设创新型国家的宏伟目标,应稳定增加政府科技投入、优化科技投入结构、完善和创新科技投入管理体制机制。     

高校大学生体质健康状况分析研究

文章通过查阅资料法,对目前我国高校大学生体质健康状况分析,发现我国普通高校大学生体质健康水平总体有呈逐年下降趋势,大学生身体形态水平总体呈上升趋势,身体机能和身体素质水平总体有所下降,特别是力量素质下降最为明显。