HO LEE FOOK
Another way to look at moving averages is from a digital signals processing (DSP) standpoint. MAs are lowpass filters. John Ehlers is the man when it comes to DSP in trading. Look up his two and three pole supersmoothers, and his roofing filter.
Neither he nor anyone else who admits to primarily using DSP for technical analysis have disclosed their records. Ehlers is very open about his methods and approaches trading with a solid science and engineering mind.Did Ehlers make money in the market or he is just selling books? Do you know if there are any DSP engineers that made lots of money in the markets?
Of course that doesn't mean DSP, or TA in general, will make you or anyone else profitable.
Another way to look at moving averages is from a digital signals processing (DSP) standpoint. MAs are lowpass filters. John Ehlers is the man when it comes to DSP in trading. Look up his two and three pole supersmoothers, and his roofing filter.

I haven't spent time looking at your charts and I think what I am about to say is no different than what Jtrades has already said, but maybe just another way of saying it, but here is how most charting software works. If your bars are say daily bars and the sma you have plotted is sma(10), it means the moving 10 day average is being plotted. If your bars are weekly (one per week), then sma(10) means the moving average being plotted is the 10 week average, and If you are plotting monthly bars, then sma(10) means that plotted average is based on the most recent 10 months, etc.. In other words the numbers in parentheses after 'sma' are relative to the time period of the chart. So if you wanted to plot a 10 day moving average on a monthly period chart where each bar represented the price change over a one month period, you would have to plot sma(.33) because 10 days is one third of a month. (assuming your software would allow it).I suspect this is going to be an embarrassing question/s:
First, why when I look at a shorter term chart such as just below. The current price of SPY is above the 3, 5, and 10 day SMA. But, when I switch to 5 year chart it appears to only be above the 10 day average?
Second, doing a visual inspection of charts, it looks like using a a combination of 3, 5, 10 sma averages and only being long or short when current spy price is above or below all three is a winning approach. I assume I must be naively missing something; what is that?
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So if you wanted to plot a 10 day moving average on a monthly period chart where each bar represented the price change over a one month period, you would have to plot sma(.33) because 10 days is one third of a month. (assuming your software would allow it).