Recovery of functions via their irregular sampling values

It is proved that if a function can bc completely reconstructed by tempered splines which satisfy the real Kiesz basis condition as the degree of spline goes to infinity, ihcn the function is band-limited.     

三次自然样条插值的统一表示及计算方法

三次自然插值样条常用分段表示法,通过三弯距方程进行求解.叙述了自然三次自然样条的统一表示方法,即g(x)=a1 a2x 1/12∑ from i=0 to n(δi|x-xi|~3),探讨了两种表示之间的联系与性质,论述了统一表示的计算方法.     

有理三次Bezier样条的曲线修正方法

提出了一种新的用于曲线修正的方法:对于初始的G2分段有理三次Bezier样条曲线,首先根据需要给出约束边界,对于与约束边界相交的曲线段,将被其所在的曲线族中的一条与约束边界相切或过约束边界顶点的曲线所取代,最后依据曲率恢复其G2连续性.修正后的曲线不穿过约束边界,且继续保持原有的几何连续性.数值实验表明,该方法简单、快速、有效.     

Modeling and Forecasting Online Auction Prices: A Semiparametric Regression Analysis

Interest in online auctions has been growing in recent years. There is an extensive literature on this topic, whereas modeling online auction price process constitutes one of the most active research areas. Most of the research, however, only focuses on modeling price curves, ignoring the bidding process. In this paper, a semiparametric regression model is proposed to model the online auction process. This model captures two main features of online auction data: changing arrival rates of bidding processes and changing dynamics of prices. A new inference procedure using B‐splines is also established for parameter estimation. The proposed model is used to forecast the price of an online auction. The advantage of this proposed approach is that the price can be forecast dynamically and the prediction can be updated according to newly arriving information. The model is applied to Xbox data with satisfactory forecasting properties. Copyright © 2016 John Wiley & Sons, Ltd.     

相加模型中成分函数选择的新方法

作者提出一种新的相加模型中成分函数选择方法,并将Tibshirani 的LASSO方法推广到非参数的相加模型.数值模拟研究显示该方法可以同时估计与选择成分函数,计算简便.     

二元Box样条的正交周期小波函数构造

主要给出了二元Box样条的正交周期小波函数的构造问题,通过给出二元Box样条的周期多尺度分析定义,由此定义及通过构造Vj的一组正规正交基的方法来构造相应的周期尺度函数,进而构造出正交周期小波函数。     

基于样条函数的光滑支持向量机模型

应用光滑函数改进支持向量机模型,得到无约束条件、可微的二次规划问题,从而可以采用快速的最优化算法求解光滑支持向量机模型.提出了一种广义三弯矩方法,用这个方法构造出新的五次样条光滑函数和七次样条光滑函数.证明了上述两个样条光滑函数的逼近精度均高于已有的各种光滑函数;基于上述两个样条函数的光滑支持向量机模型的收敛精度也高于已有的各种光滑支持向量机模型.     

Seasonal heteroscedasticity and trends

This paper discusses the possibility of accommodating features such as seasonal heteroscedasticity and trends in a seasonal model. The former takes place when one or more seasonal effects are more variable than others and it is quite pervasive in hydrology, although interesting examples are found in economics, where it has recently been shown to characterize the output of the manufacturing series; seasonal trends occur when the seasonal effect shows a systematic tendency to increase or decrease its amplitude over the years. We consider different models of seasonality available in the literature and we argue that the Harrison and Stevens seasonal model enhances the flexibility that is necessary to capture effects associated to particular seasons. The resulting seasonally heteroscedastic model provides an explanation for the periodicity in the series alternative to that provided by the literature on periodic integration. © 1998 John Wiley & Sons, Ltd.     

一类多点定轨问题中小干扰项的估计

结合一次样条用参考方程法估计多点定轨问题中小干扰输入项,给出误差界限的估计原则,并作了数值试验.     

一种散乱点双三次多项式自然样条插值

 考虑对空间散乱点的一种双三次多项式样条插值, 使得插值函数对x与对y的二阶偏导数平方积分极小(带自然边界条件)。用希氏空间样条方法,得出其解可表为一个双一次多项式与分片双三次多项式之和。它的系数能够用线性代数方程组确定,方程组系数矩阵对称,可用改进的平方根法解。例子表明方法简单,效果良好。