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Among linear filters commonly used in trading, the simple and exponential moving averages are probably the most popular ones. According to John Ehlers, linear filters are optimal when used with stationary data, which is not the case with security quotes. The Ehler Filter invented by John is a nonlinear FIR filter that provides great smoothing in sideways markets and follow price movement with less lag than with linear filters such as the moving average.
The current Ehler filter is based on acceleration and speed. The filter uses the close and volume data along with three inputs/parameters to smooth the price series. The parameters that should be provided to the Ehler filter function are:
- Length of the FIR (Finite Impulse Response). This is one type of filter, the other one is the Infinite Impulse Response (IIR). For example, the EMA is an IIR filter.
- Exponential weight of passed acceleration and speed
- Weighting factor between acceleration and speed
The Ehler filter is interpreted like any moving average where usually a close price above the Ehler filter is considered a bullish sign and a value below the filter is considered a bearish sign.
Trading financial instruments, including foreign exchange on margin, carries a high level of risk and is not suitable for all investors. The high degree of leverage can work against you as well as for you. Before deciding to invest in financial instruments or foreign exchange you should carefully consider your investment objectives, level of experience, and risk appetite. The possibility exists that you could sustain a loss of some or all of your initial investment and therefore you should not invest money that you cannot afford to lose. You should be aware of all the risks associated with trading and seek advice from an independent financial advisor if you have any doubts.