Title :
Impulse response of export price to production cost based on data mining
Author :
Zhang, Yu ; Zhao, Yu ; Qi, Chunjie
Author_Institution :
Coll. of Finance & Econ., Wuhan Univ. of Sci. & Eng., Wuhan, China
Abstract :
Influence of production cost on export price is always the hot topic of foreign trade research. Previous researches just use original series to establish models but not fully discover information content of time series signals. Taking China´s citrus trade for example, the paper uses wavelet analysis to decompose production cost and export price into four series, which are trend, cycle, volatility and noise. After filtering noise, the paper forecasts the influence of trend, cycle and volatility of production cost on that of export price by using impulse response and variance decomposition which are based on VAR. Results show that in the long run, change trend and cycle of production cost´s influence on that of export price is very significant, but the volatility of production cost´s influence on that of citrus export price is very small.
Keywords :
costing; data mining; pricing; transient response; China citrus trade; data mining; export price; foreign trade research; impulse response; information content; noise filtering; production cost; time series signals; Agricultural engineering; Analysis of variance; Cost function; Data engineering; Data mining; Discrete wavelet transforms; Finance; Financial management; Production; Wavelet analysis; data mining; discrete wavelet transform; export price; impulse response; production cost;
Conference_Titel :
Computer Science and Information Technology, 2009. ICCSIT 2009. 2nd IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-4519-6
Electronic_ISBN :
978-1-4244-4520-2
DOI :
10.1109/ICCSIT.2009.5234753