Variance estimation based on blocked 3×2 cross-validation in high-dimensional linear regression

In high-dimensional linear regression, the dimension of variables is always greater than the sample size. In this situation, the traditional variance estimation technique based on ordinary least squares constantly exhibits a high bias even under sparsity assumption. One of the major reasons is the high spurious correlation between unobserved realized noise and several predictors. To alleviate this problem, a refitted cross-validation (RCV) method has been proposed in the literature. However, for a complicated model, the RCV exhibits a lower probability that the selected model includes the true model in case of finite samples. This phenomenon may easily result in a large bias of variance estimation. Thus, a model selection method based on the ranks of the frequency of occurrences in six votes from a blocked 3×2 cross-validation is proposed in this study. The proposed method has a considerably larger probability of including the true model in practice than the RCV method. The variance estimation obtained using the model selected by the proposed method also shows a lower bias and a smaller variance. Furthermore, theoretical analysis proves the asymptotic normality property of the proposed variance estimation.     

L2句子加工心理机制的ERPs研究及问题思考

国内外对L2句子加工的研究存在着较大区别。国外偏重于探讨句子加工的心理机制本身,而国内不仅探讨句子加工的心理机制本身,而且还注重探讨句子加工的心理机制所说明的问题,分析L2句子加工是否接近或相似于L1句子加工。目前,该领域的研究主要存在三种主要流派:模块说、交互说和平行说。多数学者认为L2句子加工是句法和语义加工交织的过程,即多数人接受了交互说。少数学者认为语义加工优先于句法加工。至于平行说,最近L2句子加工研究鲜有成果支持此理论。     

影响创新扩散速度的社会和技术因素之研究

通过对美国、中国内地和香港等不同地区不同创新物在各自特定时空中的扩散轨迹的总结和分析,把影响创新扩散的因素归纳为两大类:社会的和技术的。其中,社会因素又区分为创新产生的年代和创新扩散的地区,而技术因素主要指创新属性,分为计算类、电信类、家庭娱乐类和大众媒介类。研究结果发现,社会因素中的创新出现的时间对于创新扩散的形态具有显著影响;扩散所在地区和创新特性对创新扩散的形态没有显著影响。     

P2P技术与网络传播的未来

伴随着P2P技术和商业应用的发展,P2P技术对于未来网络传播可能产生的影响也成为一个令 人关注的问题。从目前来看,P2P技术对于网络传播的影响主要包括以下几方面:网络信息共享与 利用的方式与程度将进一步改变;围绕P2P技术思想展开的软件与信息产品开发,将在一定程度上 决定作为媒体的网络的未来面貌;P2P带来的去中心化特点将使互联网管理的难度进一步增加; P2P可能成为媒体间的交流与合作的新平台,也可能加速媒体形态的演化。从总体看,P2P技术未 来的社会影响程度,取决于政治、经济等各种力量的博弈结果,而这也将最终影响着互联网的未来。     

Lower bound of average centered L2-discrepancy for U-type designs

Uniform designs are widely used in various scientific investigations and industrial applications. By considering all possible level permutation of the factors, a connection between average centered L₂-discrepancy and generalized wordlength pattern for asymmetrical fractional factorial designs is derived. Moreover, we present new lower bounds to the average centered L₂-discrepancy for symmetrical and asymmetrical U-type designs. For illustration of the theoretical results, the lower bounds for symmetrical and asymmetrical U-type designs are tabulated, and numerical results indicate that our lower bounds behave well and can be recommended for use in practice.     

On Hotelling’s T2 test in a special paired sample case

In a special paired sample case, Hotelling’s T² test based on the differences of the paired random vectors is the likelihood ratio test for testing the hypothesis that the paired random vectors have the same mean; with respect to a special group of affine linear transformations it is the uniformly most powerful invariant test for the general alternative of a difference in mean. We present an elementary straightforward proof of this result. The likelihood ratio test for testing the hypothesis that the covariance structure is of the assumed special form is derived and discussed. Applications to real data are given.     

几种典型的烟气脱硫技术

烟气脱硫是控制二氧化硫污染的常用方法,我国的烟气脱硫技术研究从19世纪五十年代开始,目前已形成较多的应用技术。文中对国内几种典型的烟气脱硫技术的工艺流程、特点、应用情况及其发展做了介绍。     

白藜芦醇对耐力训练小鼠抗氧化能力的影响

研究白藜芦醇对耐力训练小鼠抗氧化能力和线粒体游离钙含量的影响．选用昆明小鼠,根据体重将72只小鼠随机分为三组：A组为安静对照组;B组为耐力训练组;C组为耐力训练＋白藜芦醇组．C组小鼠每日给予白藜芦醇10mg／kg灌胃,与B组共同进行6w递增负荷游泳训练,再进行力竭游泳实验．力竭游泳后24h处死小鼠取材,测定小鼠骨骼肌、心脏、胸腺,脾脏、肾脏、肝脏线粒体和红细胞SOD、GSH-Px活性及MDA含量。以及肝脏线粒体游离钙的含量．6w递增负荷耐力训练后,B组小鼠骨骼肌、心肌、肝脏线粒体、脾脏、胸腺和红细胞SOD活性,心肌、脾脏和红细胞的GSH—Px活性均显著低于A组（P〈0．05）,同时骨骼肌、肝脏线粒体、脾脏和红细胞的MDA含量显著高于A组（P〈0．05）。肝脏线粒体游离钙含量显著高于A组（P〈0．05）;白藜芦醇干预使C组小鼠骨骼肌、肝脏线粒体和脾脏SOD活性,骨骼肌和心肌的GSH—Px活性显著高于B组（P〈0．05）,同时骨骼肌、肝脏线粒体、胸腺和红细胞的MDA含量显著低于B组（P〈0．05）;肝脏线粒体游离钙含量显著低于B组（P〈0．05）．提示白藜芦醇一定程度上能提高耐力训练小鼠抗氧化能力,维持线粒体游离钙含量在正常水平,具有延缓运动性疲劳发生的作用．     

三维有机超分子晶体：3-氨基-2-羧基吡嗪

通过溶液法培养了3-氨基-2-羧基吡嗪的单晶,利用单晶X-射线衍射法测定了其晶体结构。同时利用元素分析、红外光谱对其进行了表征。晶体学数据：单斜晶系,P2（1）/c空间群,a=3.7629（7）Ao,b=14.2098（3）Ao,c=10.9212（19）A°^,α=90°,β=99.182（3）°,γ=90°,V=576.47（18）A°^ 3,Z=4,ρcalc=1.603 g·cm^-3,R1=0.0527,WR2=0.1368。结构分析表明,3-氨基-2-羧基吡嗪分子通过氢键作用和π-π堆积作用连接成三维超分子网络结构。     

美国竞选财政制度初探

美国竞选财政制度是美国政治制度中争议最多的问题之一。由于利益集团政策参与的需求和竞选人竞选的需要 ,美国的竞选捐赠日益加剧 ,捐赠规模日趋膨胀 ,并在一定程度上导致了决策过程中利益代表性的偏差。由此 ,美国早期的法律就对利益集团的竞选捐赠进行限制 ,2 0世纪 4 0年代以来 ,美国关于竞选财政制度改革的立法不断。但改革遇到利益需求和关于合宪性问题等种种障碍 ,步履维艰。美国政治中的这一两难状况是其政治体制所使然 ,有关竞选财政制度改革的争论仍将继续下去。