Asymptotic distributions of nonparametric regression estimators for longitudinal or functional data

The estimation of a regression function by kernel method for longitudinal or functional data is considered. In the context of longitudinal data analysis, a random function typically represents a subject that is often observed at a small number of time points, while in the studies of functional data the random realization is usually measured on a dense grid. However, essentially the same methods can be applied to both sampling plans, as well as in a number of settings lying between them. In this paper general results are derived for the asymptotic distributions of real-valued functions with arguments which are functionals formed by weighted averages of longitudinal or functional data. Asymptotic distributions for the estimators of the mean and covariance functions obtained from noisy observations with the presence of within-subject correlation are studied. These asymptotic normality results are comparable to those standard rates obtained from independent data, which is illustrated in a simulation study. Besides, this paper discusses the conditions associated with sampling plans, which are required for the validity of local properties of kernel-based estimators for longitudinal or functional data.     

Charge density fluctuation of low frequency in a dusty plasma

The charge density fluctuation of low frequency in a dusty plasma, which is derived from the longitudinal dielectric permittivity of the dusty plasma, has been studied by kinetic theory. The results show that theP value, which describes the relative charge density on the dust in the plasma, and the charging frequency of a dust particle Ω _c , which describes the ratio of charge changing of the dust particles, determine the character of the charge density fluctuation of low frequency. For a dusty plasma ofP≪1, when the charging frequency Ω _c , is much smaller than the dusty plasma frequency ω_d, there is a strong charge density fluctuation which is of character of dust acoustic eigenwave. For a dusty plasma ofP≫1, when the frequency Ω _c , is much larger than ω _d there are weaker fluctuations with a wide spectrum. The results have been applied to the ionosphere and the range of radius and density of dust particles is found, where a strong charge density fluctuation of low frequency should exist.     

平面刚架稳定问题的一种非线性分析方法

本文构造了既体现轴压力又体现侧向位移与轴向位移耦合因素的杆单元刚度方程,借助叠代逼近法处理非线性问题,综合杆件有限元分析的简便性与非线性分析方法的严密性,对受有水平和竖直均布载荷的单层与多层刚架稳定问题进行了研究,计算结果反映了多种因素对刚架力学响应的影响,得出有益的分析结论。     

贵县式三水铝土矿微量元素地球化学特征及其意义

本文应用微量元素地球化学理论,通过研究区内地层、红土剖面及矿物相中微量元素含量分配特点,结合野外观察结果,得出了本区三水铝土矿的成矿源岩是郁江组地层的结论,为本区找矿提供了新的线索。     

关于I_3-半群(Ⅱ)

本文利用半群代数理论及偏序集理论、方法,继续讨论了I_3-半群的若干性质及其幂零性问题。给出了I_3-半群为幂零的若干充要条件,特别是给出了幂零的I_3-半群的序结构特征,完全确定了全序幂零的I_3-半群的结构。     

RATTI“R362/S”倍捻机导丝机构往复动程的分析

本文对“R362/S”倍捻机卷绕头往复导丝机构行程缩短原理进行了分析和数值计算,得出了导丝动程缩短规律。通过分析指出了一些在设计上值得我们借鉴的优点,并提出了某些改进的设想。     

锁具装箱方案

讨论了锁具装箱问题，首先用穷举法统计符合要求的一批锁具的数量，然后根据奇数和偶数的转换关系，给出装箱的销售方案。应用本方法比较完满地解决了锁具装箱问题，而且经过简单改动，可以进行推广。     

类金钢石非晶碳薄膜的光吸收和光致发光研究

我们用激光轰击石墨靶成功地制备出类金刚石无氢非晶碳薄膜.测量了光学吸收、光致发光及其随入射光强度的变化关系.结果表明,这种薄膜具有类金刚石的性质,光学带隙在1.67-2.25eV,发光在可见光区呈宽带结构.低激发强度下发光强度超线性变化,而在高激发强度下则为线性发光.我们用非成对载流子复合的模型对结果给出了合理的解释.用带尾态饱和的模型解释了发光峰值随激发光强增加而蓝移的现象.     

Poisson单和—类广义Poisson单的刻划

讨论了Ｐｏｉｓｓｏｎ单和一类广义Ｐｏｉｓｓｏｎ单的基本刻划问题。