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指数移动平均线(EMA)

Biwavelet

Biwavelet is an indicator for harmonic forecast of the market based on 指数移动平均线(EMA) one-dimensional wavelet transform functions. Wavelet transforms are one of the main tools of digital algorithmic trading. This is due to their ability to analyze and predict processes occurring in two independent basic dimensions - price and time. Wavelets have significant advantages over the Fourier transform, because wavelet transform allows evaluating not only the frequency spectrum of the price signal, but also the time at which a certain price harmonic appeared. The indicator includes the calculation of Morlet wavelets of complex type that allow evaluating the information about the frequency and time of a price signal, to interpret and reveal complex processes and patterns in the behavior of prices.

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平滑异同移动平均线


Image:macd.jpg

当MACD指标中的DIF线和 MACD线在远离0值线以区域同时向上运行很长一段时间并向上远离0值线后,当DIF线开始进行横向运行或慢慢勾头向下靠近MACD线时,如果DIF线接着向下突破MACD线,这是MACD指标的第一种“死亡交叉”。它表示股价经过很长一段时间的上涨行情,并在高位横盘整理后,一轮比较大的跌势将展开。对于这一种“死亡交叉”,预示着股价的中长期上升行情结束,该股的另一个下跌趋势已可能开始,股价将可能展开一段时间较长的跌势,因此,投资者对于MACD 指标的这种“死亡交叉”应格外警惕,应及时逢高卖出全部或大部分股票,特别是对于那些前期涨幅过高的股票更要加倍小心。

当MACD 指标中的DIF线和MACD线在远离0值线以下区域运行很长一段时间后,由于DIF线的走势领先于MACD线,因此,当DIF线再次开始慢慢调头向下靠近 MACD线时,如果DIF线接着向下突破MACD线,这是MACD指标的另一种“死亡交叉”。它表示股价在长期下跌途中的一段时间的反弹整理后,一轮比较大的跌势又要展开,股价将再次下跌,是短线卖出信号。对于这种“死亡交叉”,它意味着下跌途中的短线反弹结束,股价的中长期趋势依然看淡,投资者应以逢高卖出剩余的股票或持币观望为主。

三、持股待涨信号

四、持币观望信号

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ARIMA Trend Forecaster

The ARIMA Trend Forecaster indicator is designed for analyzing and forecasting the trend component of a financial instrument based on the integrated ARIMA autoregressive model. The ARIMA methodology aims at identifying the presence of unit roots and the order of time series integration. In financial markets, autoregressive 指数移动平均线(EMA) models are used for working with price time series to predict future price points.

The ARIMA Trend Forecaster indicator using all the advantages of the ARIMA method allows to accurately forecast a trend component behavior and to see potential market entry points. The indicator can be used either separately or in combination with other 指数移动平均线(EMA) trading indicators or systems to improve the overall results of trading.