Fourier Smoothed Volume Zone Oscillator (FSVZO) [AlgoAlpha]Description
The Fourier Smoothed Volume Zone Oscillator (FSVZO) is an implementation of the Discrete Fourier Transform in a Volume Zone Oscillator. Its purpose is to smooth price data and reduce noise to provide a more clear and accurate indication of price movement. This indicator also includes additional EMA smoothing to accurately depict reversals.
Discrete Fourier Transform
The Discrete Fourier Transform (DFT) is a mathematical algorithm used to convert discrete time-domain data into its frequency-domain representation. By decomposing a signal into its constituent frequencies, it reveals the amplitude and phase information associated with each frequency component.
Volume Zone Oscillator
The Volume Zone Oscillator is an indicator that combines volume and price data to provide insights into market trends and momentum. It calculates the difference between the volume traded above and below a specified price level and represents it as a line plot on the chart. The Volume Zone Oscillator helps traders identify periods of high buying or selling pressure and can be used to confirm trends, spot divergences, and generate trading signals. By analyzing the relationship between volume and price, traders can gain a deeper understanding of market dynamics and make more informed trading decisions.
Features
This indicator incorporates Ehler's Universal Oscillator concept and presents a histogram to provide valuable insights into the market's noise levels. Ehler's Universal Oscillator represents the statistical model that characterizes random and unpredictable market behavior. By utilizing this concept, the histogram enhances traders' ability to identify periods of increased or decreased volatility in the market.
How to use it?
Green dots and lines represent bullish price movement, while red dots and lines indicate bearish price movement. These signals gain additional strength when considering our oversold and overbought zones. Traders and investors can leverage these signals to initiate long positions when green signals coincide with oversold conditions, and vice versa. By combining these signals in synergy with Ehler's Universal Oscillator, a more precise representation of market trends can be achieved. To optimize its effectiveness, it is advisable to integrate this indicator with complementary technical analysis tools and incorporate it into a comprehensive trading strategy. Traders are encouraged to explore diverse settings and timeframes to align the indicator with their individual trading preferences and adapt it to prevailing market conditions.
Utility
By combining the FSVZO indicator with Ehler's white noise histogram, users gain a comprehensive perspective on volume-related market conditions. It empowers traders and investors to evaluate the intensity of buying or selling pressure, detect potential trend reversals or continuations, and ultimately make more informed trading decisions. This information can serve as confirmation or validation for other technical indicators, enabling traders to identify potential market turning points and enhance their comprehension of market dynamics.
The indicator offers several valuable applications, including the detection of divergence patterns between volume and price, identification of accumulation or distribution phases, and assessment of overall market trend strength. It accommodates various trading styles, such as swing trading, trend following, or mean reversion strategies. By leveraging these capabilities, traders can expand their toolkit and make more informed trading decisions.
Originality
The originality of the script lies in the combination of the Fourier analysis, white noise calculations, and the Volume Zone Oscillator. It provides a unique perspective on market dynamics and can be used to identify potential trading opportunities based on overbought and oversold conditions as well as trend reversals. Special thanks to @QuantiLuxe for their assistance in the development of this indicator
Volumezoneoscillator
WhaleCrew VZOThe VZO is a volume-based oscillator that is related to the on-balance volume.
Components
Overbought & Oversold Zones
Zero Line (acts as support/resistnace)
Divergence Detection (regular and hidden divergences)
Dynamic Colors
Highlight Extremes
Reversal Risk Arrows
Threshold System
Custom Symbol Option (e.g. for using volume data of a bigger exchange)
Usage
This indicator can be used to identify overbought and oversold market conditions. Unlike the RSI it takes volume into account, which makes it an ever stronger tool.
You can look for divergences, extremes and retests/rejections of the zero-line to predict the future more accurately.
Some traders also like to trade crosses above/below the zero-line as they often mark a sentiment shift.
The Reversal Risk Arrows are plotted when the oscillator is overbought or oversold and at risk of reversing.
Our threshold system allows you to get alerted whenever the VZO has been above/below a certain threshold for a custom amount of candles.
Access to this indicator can be obtained through our website.
QF VZO QF VZO is a leading volume oscillator
Its advantage is in giving leading buy/sell signals based on volume conditions and identifying overbought/oversold volume conditions, along with extreme overbought/oversold situations which lead to a change in sentiment, and most probably, leads to change of the current trend. QF VZO also has leading divergences to potentially spot trend reversals and trend continuation with almost zero lag.
Volume Zone Oscillator and Price Zone Oscillator (VZO/PZO)Credits go to @NeoButane as basis is taken from his open-source code and I modified it - changes described below.
Usage:
Positive -> bullish, negative -> bearish
-60/60 is seen as the limit of the oscillator range, and a pullback should be expected from there
-40/40 are in general Oversold/Overbought levels
Modifications:
added alerts
added Divergences formula
added additional types of smoothing
added signal display based on described above usage (extreme levels of oscillations and bounce back)
Volume Zone Oscillator [xdecow]Volume Zone Oscillator (VZO) is an indicator that presents a different way of looking at OBV.
VZO is a difference (delta) between OBV and an exponential moving average.
The EMA becomes the baseline 0.
And in this way we can observe the strength of the movements, overbought and oversold (when the OBV is far from the average) and divergences.
