WhenToTrade

Detrended Rhythm Oscillator (DRO)

How to detect the current "market beat" or market cycle?

A common way to capture the current dominant cycle length is to detrend the price and look for common rhythms in the detrended series. A common approach is to use a Detrended Price Oscillator ( DPO ). This is done in order to identify and isolate short-term cycles.

A basic DPO description can be found here:
https://www.tradingview.com/support/solutions/43000502246-detrended-price-oscillator-dpo/

Improvements to the standard DPO
The main purpose of the standard DPO is to analyze historical data in order to observe cycle's in a market's movement. DPO can give the technical analyst a better sense of a cycle's typical high/low range as well as its duration. However, you need to manually try to "see" tops and bottoms on the detrended price and measure manually the distance from low-low or high-high in order to derive a possible cycle length.

Therefore, I added the following improvements:

1) Using a DPO to detrend the price
2) Indicate the turns of the detrended price with a ZigZag lines to better see the tops/bottoms
3) Detrend the ZigZag to remove price amplitude between turns to even better see the cyclic turns ("rhythm")
4) Measure the distance from last detrended zigzag pivot (high-high / low-low) and plot the distance in bars above/below the turn

Now, you can clearly see the rhythm of the dataset indicated by the Detrended Rhythm Oscillator including the exact length between the turns. This makes the procedure to "spot" turns and "measure" distance more simple for the trader.

How to use this information
The purpose is to check if there is a common rhythm or beat in the underlying dataset. To check that, look for recurring pattern in the numbers. E.g. if you often see the same measured distance, you can conclude that there is a major dominant cycle in this market. Also watch for harmonic relations between the numbers. So in the example above you see the highlighted cluster of detected length of around 40 ,80 and 120. There three numbers all have a harmonic relation to 40 .

Once you have this cyclic information, you can use this number to optimize or tune technical indicators based on the current dominant cycle length. E.g. set the length parameter of a technical indicator to the detected harmonic length with the DRO indicator.

Example Use-Case
You can use this information to set the input for the following free public open-source script:

Disclaimer
This is not meant to be a technical indicator on its own and the derived cyclic length should not be used to forecast the next turn per se. The indicator should give you an indication of the current market beat or dominant beats which can be use to further optimize other oscillator or trading related settings.

Options & settings
The indicator allows to plot different versions. It allows to plot the original DPO , the DRO with ZigZag lines, the DRO with detrended ZigZag lines and length labels on/off. You can turn on or off these version in the indicator settings. So you can tweak it visually to your own needs.

Catatan Rilis: : a glitch which might cause incorrect distance label length
: added a function to turn the detrending DPO on/off, e.g. to use as "indicator on indicator" with different detrending
Catatan Rilis: Changes in this version:
  • solved wrong distance labels
  • added the new option to turn on/off detrending pre-processing
Skrip open-source

Sejalan dengan semangat TradingView, penulis skrip ini telah mempublikasikannya secara open-source, sehingga para trader dapat memahami dan memverifikasinya. Salut untuk sang penulis! Anda dapat menggunakannya secara gratis, tetapi penggunaan kembali kode ini dalam publikasi diatur oleh Tata Tertib. Anda dapat memfavoritkannya untuk dapat menggunakannya didalam sebuah chart.

Inggin menggunakan skrip ini pada chart?
Lars von Thienen

Free newsletter on Cycle Analysis:
https://beyondmarkets.substack.com

Cycle Analysis Tools
https://www.whentotrade.com

Komentar

500 koin
+6 Jawab
WhenToTrade PineCoders
@PineCoders, Thank you!
+2 Jawab
AaronHynninen PineCoders
@PineCoders, Absolutely deserved, thank you.
+1 Jawab
Great work Lars! You should get script of the month for this one, if Pinecoders is paying attention.
500 koin
+2 Jawab
WhenToTrade pleasantCardin94082
@pleasantCardin94082, Thank you! You know, I always strive to help and educate on how to use cycles.
+1 Jawab
AaronHynninen pleasantCardin94082
@pleasantCardin94082, Agree 100% - Good to see these rewards for the author!
Jawab
thank you for making this available. great job!
100 koin
Jawab
WhenToTrade kshar1991
@kshar1991, Many thanks!!
Jawab
Hi, you're indicator is the best. With bollinger bands just need nothing else on the 5 min frame. However can't seem to make the alerts working. Is there a tip you can give me? Thanks a lot.
+5 Jawab
dpanday hushedHunter35010
@hushedHunter35010, How do you use it?
Jawab