Wavelet Modeling and Forecasting and Its Application in the Chinese Monetary Multiplier
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摘要: 利用双正交小波变换的向量空间算法结合逐步回归分析,对我国的狭义货币乘数建立了时变的AR模型,在此基础上对我国1997年第一季度狭义货币乘数进行模拟和预测.Abstract: In this paper, a time-varying AR model is constructed by using the vector-space algorithm of compactly-supported biorthonormal wavelets transform, and a time-varying AR model for forecasting narrow monetary multipliers in China is developed.
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Key words:
- wavelets transform /
- time-varied AR model /
- monetary multiplier
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[1] Daubechies I.Orthogonal base of compactly support wavelet[J].Comm Pure Appl Math,1988,41(7):909~996. [2] Cohen A,Daubechies I,Feauveau J C.Biorthogonal bases of compactly supported wavelet[J].Comm Pure Appl Math,1992,45(6):485~560. [3] 贾沛璋.正交小波变换的向量空间算法[J].系统科学与数学,1995,15(1):75~82. [4] 詹凯.小波变换及其在时变系统建模中的应用[D].硕士论文.北京:中国科学院系统科学研究所,1997.
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