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DEPENDENCE ANALYSIS OF REGRESSION MODELS IN TIME SERIES

DEPENDENCE ANALYSIS OF REGRESSION MODELS IN TIME SERIES
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摘要 In this paper, the relative dependence of a linear regression model is studied. In particular, the dependence of autoregressive models in time series are investigated. It is shown that for the first-order non-stationary autoregressive model and the random walk with trend and drift model, the dependence between two states decreases with lag. Some numerical examples are presented as well.
出处 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2012年第6期1136-1142,共7页 系统科学与复杂性学报(英文版)
基金 supported by the National Science Foundation of China under Grant No.71171193 the Fundamental Research Funds for the Central Universities the Research Funds of Renmin University of China under Grant No.10XNI001
关键词 Positive regression dependence regression model time series. 线性回归模型 时间序列 相关性分析 自回归模型 漂移模型 随机游走 依赖性 非平稳
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参考文献18

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