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101.
Arthur Berg Dimitris N. Politis 《Annals of the Institute of Statistical Mathematics》2009,61(2):477-498
Improved performance in higher-order spectral density estimation is achieved using a general class of infinite-order kernels.
These estimates are asymptotically less biased but with the same order of variance as compared to the classical estimators
with second-order kernels. A simple, data-dependent algorithm for selecting the bandwidth is introduced and is shown to be
consistent with estimating the optimal bandwidth. The combination of the specialized family of kernels with the new bandwidth
selection algorithm yields a considerably improved polyspectral estimator surpassing the performances of existing estimators
using second-order kernels. Bispectral simulations with several standard models are used to demonstrate the enhanced performance
with the proposed methodology. 相似文献
102.
Vimal Singh 《Applied mathematics and computation》2009,215(8):3124-3133
Two simple criteria for global robust stability of Hopfield-type interval neural networks with delay are presented. The criteria turn out to be modified versions of an earlier criterion due to Cao, Huang, and Qu. Examples show the effectiveness of the modified criteria. Numerical simulations are carried out to confirm the applicability of the modified criteria. 相似文献
103.
This paper discusses regression analysis of right-censored failure time data when censoring indicators are missing for some subjects. Several methods have been developed for the analysis under different situations and especially, Goetghebeur and Ryan considered the situation where both the failure time and the censoring time follow the proportional hazards models marginally and developed an estimating equation approach. One limitation of their approach is that the two baseline hazard functions were assumed to be proportional to each other. We consider the same problem and present an efficient estimation procedure for regression parameters that does not require the proportionality assumption. An EM algorithm is developed and the method is evaluated by a simulation study, which indicates that the proposed methodology performs well for practical situations. An illustrative example is provided. 相似文献
104.
In this paper, we investigate the superconvergence properties of the h-p version of the finite element method (FEM) for two-point boundary value problems. A postprocessing technique for the h-p finite element approximation is analyzed. The analysis shows that the postprocess improves the order of convergence. Furthermore, we obtain asymptotically exact a posteriori error estimators based on the postprocessing results. Numerical examples are included to illustrate the theoretical analysis. 相似文献
105.
Emma Kushtina Oleg Zaikin Przemysław Różewski Bartłomiej Małachowski 《European Journal of Operational Research》2009
The decision about curriculum modification usually takes place at the knowledge level, mainly with consideration of individual academic staff competences and qualifications. However, traditional approaches to cost estimation of curriculum modification are focused on material resources only. In this paper we present a cost estimation method and decision model for curriculum modification in educational organizations. The proposed method works at the knowledge level and employs competence sets as knowledge representation models in educational organizations. Authors used the theory of hierarchical, multilevel systems in order to define the model of the decision-making process of curriculum modification and its dimension. Basing on this and also using a fuzzy competence model the cost estimation algorithm in the form of a group competences expansion algorithm is proposed. The algorithm focuses on the cost of staff competence expansion caused by the knowledge development process. 相似文献
106.
王志祥 《数学的实践与认识》2009,39(19)
研究了随机右截尾情形下两个指数分布的参数估计.在两个指数分布的刻度参数都未知时,得到了两个指数分布的刻度参数的最大似然估计与参数比的区间估计. 相似文献
107.
The relationships between the market risk premium, its conditional variance and the risk-free rate in the Spanish stock market
are studied in this paper. Using daily data, the above mentioned relations are analyzed by quasi maximum likelihood for an
EGARCH-M(1,1) model with normal innovations and by nonparametric maximum likelihood for a semiparametric EGARCH-M(1,1) model
with arbitrarily distributed innovations. It is worth mentioning that the conclusions differ from one model to the other. 相似文献
108.
This work assumes that the small area quantities of interest follow a Fay–Herriot model with spatially correlated random area
effects. Under this model, parametric and nonparametric bootstrap procedures are proposed for estimating the mean squared
error of the empirical best linear unbiased predictor (EBLUP). A simulation study based on the Italian Agriculture Census
2000 compares bootstrap and analytical estimates of the MSE and studies their robustness to non-normality. Results indicate
lower bias for the non-parametric bootstrap under specific departures from normality.
相似文献
109.
为了拟合纵向数据和其他相关数据,本文提出了变系数混合效应模型(VCMM).该模型运用变系数线性部分来表示协变量对响应变量的影响,而用随机效应来描述纵向数据组内的相关性, 因此,该模型允许协变量和响应变量之间存在十分灵活的泛函关系.文中运用光滑样条来估计均值部分的系数函数,而用限制最大似然的方法同时估计出光滑参数和方差成分,我们还得到了所提估计的计算方法.大量的模拟研究表明对于具有各种协方差结构的变系数混合效应模型,运用本文所提出的方法都能够十分有效地估计出模型中的系数函数和方差成分. 相似文献
110.