Opinion is divided about the usefulness of MAs. Fact is, sometimes they work and sometimes they don't. They can be useful to traders who understand when they do and when they don't.
(Continue on next entry as editing blocks my view...)
View attachment 326301
Opinion is divided about the usefulness of MAs. Fact is, sometimes they work and sometimes they don't. They can be useful to traders who understand when they do and when they don't.
(Continue on next entry as editing blocks my view...)
There is a reason moving averages work sometimes and other times not. MAs are in reality lowpass digital filters. The two basic types are finite impulse response (FIR) and infinite impulse response (IIR). FIR filters are your typical MA that everyone knows, and IIR filter are what people call exponential moving averages (EMA).
Price can be modeled as a complex wave containing many waves of different frequencies. FIR and IIR have different frequency responses as waves appear and disappear in price movement. But, what they have in common is that waves of higher frequency are attenuated in "energy" and lower frequency waves pass through the filter. Also, both types of filter introduce what is called group delay, or more commonly called lag.
So, lag and frequency response are the reasons MAs have a checkered track record. John Ehlers is person whose work you want to read about.
Technical Papers (mesasoftware.com)
I do similar stuff like this guy (have a math degree).What do you use instead?
I do similar stuff like this guy (have a math degree).
You can use a Recursive Median Filter (EMA of price medians). An adaptive moving average uses the efficiency ratio to reduce lag (Kaufman's). The standard for detrending is a Linear Regression moving average. You can also use the sum of price minus an average and the difference of averages, prices, vols, etc.
You can use indexation techniques (aggregated normalized data).
People should remember, that the definition of volatility is the term variance of returns. So, if you index returns and compare them (in real-time), you will have insight into the vol market.
.View attachment 326301
Opinion is divided about the usefulness of MAs. Fact is, sometimes they work and sometimes they don't. They can be useful to traders who understand when they do and when they don't.
. My preference is to only accept long entry signals when the slope is up and opposite for shorts.What do you use instead?