Changes in stock price will be influenced by many aspects of factors. When we are predicting stock price, it is difficult to build a determined mathematical model between stock prices and these complex factors. This paper first utilizes ε − SVM (ε − support vector machine) to build a stock price prediction model. By fitting the prediction error sequence, we find the law factors, which the predi...

Monthly price and stock data are used to test the influence of Philippine government buffer-stock programs on seasonal and annual variability of producer and consumer rice prices. The period examined is 1974-1990. NFA stock changes are shown to have had some stabilizing influence on seasonal and annual price changes, but the magnitude is small and not statistically significant.

a r t i c l e i n f o JEL classification: E31 E44 E52 Keywords: Monetary policy rule Nonlinear model Stock market Structural break Time-varying coefficient This paper introduces nonlinearity and a structural break to the US forward-looking Taylor rule with a stock price gap, thereby alleviating the robustness problem that the linear Taylor rule is sensitive to minor changes of the sample period...

Crude oil exerts a strong influence on national economy. Changes of international crude oil price have an important effect on Chinese economy because of China’s high dependence on the import of the crude oil. Thus, Chinese stock market can be shocked by the fluctuation of oil price. Reversely, changes in crude oil imports of China have some effect on demands and price of the crude oil. This art...

A b s t r a c t a r t i c l e i n f o JEL classification: C23 G15 Q43 Keywords: Asymmetric effects International stock markets Oil prices Panel data Oil price volatility Although studies have found an asymmetric pattern in the response of aggregate output to oil price changes, parallel studies in stock markets have not been conclusive about their existence. This paper finds evidence that effect...

This paper examines the stock price sensitivity to dividend changes. The Dividend Signaling, the Free-Cash-Flow, the Maturity and the Catering Hypotheses all predict an average positive (negative) reaction to announcement of a dividend increase (decrease). However, these hypotheses have different cross-sectional predictions. This paper documents that the positive stock price response to dividen...

Uncertainty in the capital market means the difference between the expected values ​​and the amounts that actually occur. Designing different analytical and forecasting methods in the capital market is also less likely due to the high amount of this and the need to know future prices with greater certainty or uncertainty. In order to capitalize on the capital market, investors have always sough...