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线性结构方程参数估计的一种简单方法 被引量:4
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作者 朱利平 刘莉 《应用概率统计》 CSCD 北大核心 2005年第2期161-168,共8页
利用极大似然法或者最小二乘法等对线性结构方程进行估计时,会受到一定的限制.针对这一弊端,本文提出利用偏最小二乘法的思想估计线性结构方程,并将它应用于顾客满意度模型中.实证分析表明了该方法的有效性.
关键词 偏最小二乘 线性结构方程 顾客满意度模型
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删失回归模型中的变量选择(英文) 被引量:2
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作者 金曼 方易新 赵林城 《应用概率统计》 CSCD 北大核心 2005年第2期141-149,共9页
在一个删失回归模型("Tobit"模型)中,我们常常要研究如何选择重要的预报变量.本文提出了基于信息理论准则的两种变量选择程序,并建立了它们的相合性.
关键词 删失回归 LAD估计 信息理论准则 模型选择
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SELF-INTERSECTIONS OF BROWNIAN MOTIONON THE SIERPRISKI GASKET
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作者 魏文展 吴军 《Acta Mathematica Scientia》 SCIE CSCD 1997年第3期353-360,共8页
Let {X(t),t greater than or equal to 0} be Brownian motion on the Sierpinski gasket, E is a compact subset of [0,+infinity). In this paper, we determine when X(E) has k-multiple points and when not. We also obtain the... Let {X(t),t greater than or equal to 0} be Brownian motion on the Sierpinski gasket, E is a compact subset of [0,+infinity). In this paper, we determine when X(E) has k-multiple points and when not. We also obtain the exact Hausdorff dimension of k-multiple times. 展开更多
关键词 Brownian motion on the Sierpinski gasket k-multiple points k-multiple times
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Empirical Likelihood for AR-ARCH Models Based on LAD Estimation
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作者 Jin-yu Li Wei Liang Shu-yuan He 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 2012年第2期371-382,共12页
By employing the empirical likelihood method, confidence regions for the stationary AR(p)-ARCH(q) models are constructed. A self-weighted LAD estimator is proposed under weak moment conditions. An empirical log-li... By employing the empirical likelihood method, confidence regions for the stationary AR(p)-ARCH(q) models are constructed. A self-weighted LAD estimator is proposed under weak moment conditions. An empirical log-likelihood ratio statistic is derived and its asymptotic distribution is obtained. Simulation studies show that the performance of empirical likelihood method is better than that of normal approximation of the LAD estimator in terms of the coverage accuracy, especially for relative small size of observation. 展开更多
关键词 AR-ARCH model confidence region empirical likelihood LAD estimation
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