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11.
As the number of random variables for the categorical data increases, the possible number of log-linear models which can be fitted to the data increases rapidly, so that various model selection methods are developed. However, we often found that some models chosen by different selection criteria do not coincide. In this paper, we propose a comparison method to test the final models which are non-nested. The statistic of Cox (1961, 1962) is applied to log-linear models for testing non-nested models, and the Kullback-Leibler measure of closeness (Pesaran 1987) is explored. In log-linear models, pseudo estimators for the expectation and the variance of Cox's statistic are not only derived but also shown to be consistent estimators. 相似文献
12.
Thomas Nittner 《Statistical Methods and Applications》2003,12(2):195-210
The additive model
is considered when some observations on x are missing at random but corresponding observations on y are available. Especially for this model, missing at random is an interesting case because the complete case analysis is expected to be no more suitable. A simulation experiment is reported and the different methods are compared based on their superiority with respect to the sample mean squared error. Some focus is also given on the sample variance and the estimated bias. In detail, the complete case analysis, a kind of stochastic mean imputation, a single imputation and the nearest neighbor imputation are discussed. 相似文献
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14.
DDS的背景杂散信号分析 总被引:4,自引:0,他引:4
采用信号分析的方法,在对相位累加器进行等效的基础上系统地推导出了幅度量化误差(ROM舍位)对直接数字频率合成器(DDS)频谱分布的影响规律。所得到的理论推导结果与有关文献给出的计算机模拟结果符合较好,进一步完善了DDS的理论体系。 相似文献
15.
In the context of the partially linear semiparametric model examined by Robinson (1988), we show that root-n-consisten estimation results established using kernel and series methods can also be obtained by using k-nearest-neighbor (k-nn) method. 相似文献
16.
通过定义插值因子,对Hermite插值问题依次考虑满足插值结点x1;x1,x2;x1,x2,x3;…;x1,x2,…,xs处的插值条件,采用逐步迭代的方法构造插值多项式,得到插值多项式系数的递推公式.给出的数值例子验证了所给算法的有效性. 相似文献
17.
提出了一种分析电路符号网络函数的新编码算法NSCA。它能有效降低基码,防止过早发生整数溢出,从而扩大分析电路的规模。提出了灵敏度分析算法和化简算法,并可对模块电路进行处理,增强了编码算法的适用范围。根据该算法开发了软件系统SNSPC2.0。实例运行结果证明了算法理论的正确性和可行性 相似文献
18.
In this paper, we provide some exponential inequalities for extended negatively dependent (END) random variables. By using these exponential inequalities and the truncated method, we investigate the complete consistency for the estimator of nonparametric regression model based on END errors. As an application, the complete consistency for the nearest neighbour estimator is obtained. 相似文献
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20.
Pseudo maximum likelihood estimation (PML) for the Dirich-let-multinomial distribution is proposed and examined in this pa-per. The procedure is compared to that based on moments (MM) for its asymptotic relative efficiency (ARE) relative to the maximum likelihood estimate (ML). It is found that PML, requiring much less computational effort than ML and possessing considerably higher ARE than MM, constitutes a good compromise between ML and MM. PML is also found to have very high ARE when an estimate for the scale parameter in the Dirichlet-multinomial distribution is all that is needed. 相似文献