meanreversion

DojiEmoji

This strategy will enter into a position when price volatility is relative high, betting that price will subsequently trend in a favourable direction. Hypothesis : During periods of high price volatility, ATR will divert from its moving average by at least +/- one standard deviation. Eventually, ATR will revert back to the mean. However, just knowing the...

derMatzeImNetz

This Indicator shows the Absolute Rate of Change in correlation to its Moving Average. Values over 3 (gray dotted line) can savely be considered as a breakout; values over 4.5 got a high mean-reverting chance (red dotted line). This Indicator can be used in all timeframes, however, i recommend to use it <30m, when you want search for meaningful Mean-Reverting...

HeWhoMustNotBeNamed

This is done in the same lines of below scripts Drawdown-Price-vs-Fundamentals Drawdown-Range Instead of using drawdown, here we are only plotting percentile of drawdown. Also added few more fundamental stats to the indicator. Also using part of the code from Random-Color-Generator/ to automatically generate colors. This in turn uses code from...

TradeChartist

™TradeChartist MA Visualizer is a Moving Average based indicator aimed to visualize price action in relation to the Moving Average in a visually engaging way. =================================================================================================================== █  MA Visualizer Features 11 different Moving Averages to choose from the settings...

HYE0619

Indicator version of the strategy: * Alerts added. TIPS AND WARNINGS 1-) The standard settings of this combo script is designed and tested with daily timeframe. For lower timeframes, you should change the indicator settings and find the best value for yourself. 2-) Only the mean vwap line is displayed on the graph....

HYE0619

In this strategy, I used a combination of trend hunter and vwap mean reversion strategies that I published before. Trend Hunter Strategy: Mean Reversion Vwap Strategy: The results are quite impressive, especially for bitcoin. While the hodl return for bitcoin was 13419%,...

HYE0619

Indicator version of the strategy "HYE Mean Reversion SMA " "Long", "Short", "Exit Long" and "Exit Short" alarms added. Use with "Once Per Bar Close".

balipour

In stochastic processes, chaos theory and time series analysis, detrended fluctuation analysis (DFA) is a method for determining the statistical self-affinity of a signal. It is useful for analyzing time series that appear to be long-memory processes and noise. █  OVERVIEW We have introduced the concept of Hurst Exponent in our previous open indicator Hurst...

GlobalMarketSignals

Alright, as per usual with these, I end up adapting an existing indicator to what I want to accomplish. So this is based off the built in VWAP indicator. I added in the gummy worm to easily identify the trend, as well as the related bands to identify potential areas to either reverse position or to trim an existing one. The middle part of the bands are the gummy...

Zettt

This is a brand new version of my Peak Reversal indicator. As with the older version, the idea behind this indicator is simple: identify potential price reversal areas, and identifying markets which are trending. In this new version I focused on improving on the old concept, but introduced a bunch of features heavily inspired by Adam Grimes' ideas from The Art and...

QuantNomad

My first try to implement Full Hurst Exponent. The Hurst exponent is used as a measure of long-term memory of time series. It relates to the autocorrelations of the time series and the rate at which these decrease as the lag between pairs of values increases The Hurst exponent is referred to as the "index of dependence" or "index of long-range dependence". It...

Sawcruhteez

The exa is an oscillator that combines fisher transform with distance from moving average and it is based on a theory that exhaustion can be derived from how far price is able to extend from a moving average, on average. The fisher transform converts price into a gaussian normal distribution, also known as a bell curve {1}. A normal distribution is a type of...

QuantNomad

This is a simplified version of the Hurst Exponent indicator. In the meantime, I'm working on the full version. It's computationally intensive, so it's a challenge to squeeze it to PineScript limits. It will require some time to optimize it, so I decided to publish a simplified version for now. The Hurst exponent is used as a measure of long-term memory of time...

SparkyFlary

Yet another way to try and measure volatility. An alternative to using ATR is Standard Deviation, it can be used to measure volatility or what is also known as risk. SD measures how dispersed or far away the data is from the mean. It's commonly seen in risk management formulas or portfolio diversification formulas. The problem however is that the numbers that ATR...

arkaydeus

This is the 'on chart' indicator. See also "Ark Crypto Heatband" indicator for a side-by-side BTC view, without a re-scaled line. The crypto landscape is largely dominated by BTC and characterised by cyclical stages with varying degrees of mean reversion. To understand what stage of the cycle we are currently experiencing, it is useful to examine to what degree...

arkaydeus

The crypto landscape is largely dominated by BTC and characterised by cyclical stages with varying degrees of mean reversion. To understand what stage of the cycle we are currently experiencing, it is useful to examine to what degree the current BTC price has extended beyond a long term average. This is true even when analysing other crypto assets and helpful to...

fareidzulkifli

Description : Mean Reversion Channel objective, based on Mean Reversion theory ( everything has a tendency to revert back to its mean), is to help visualizing: Inner Channel -> Dynamic Support and Resistance Outer Channel -> Overbought/Oversold Zone which may signal consolidation phase or potential reversal due to unsustainable move Details on some of...

balipour

In Finance, people usually assume the price follows a random walk or more precisely geometric Brownian motion. In 1988, Lo and MacKinlay came up with the variance ratio test to refute the random walk hypothesis and efficient market hypothesis. The variance ratio test is a simple test for market efficiency, autocorrelation, and whether price follows a random walk....