meanreversion

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....

balipour

In statistics, the Durbin–Watson statistic is a test statistic used to detect the presence of autocorrelation at lag 1 (AR(1) process) in the residuals (prediction errors) from a regression analysis. With the new array function tradingview implemented, we are able to do our calculations on the residuals. The residual is given by subtracting the actual value (in...

SparkyFlary

For Educational Purposes. Results can differ on different markets and can fail at any time. Profit is not guaranteed. This only works in a few markets and in certain situations. Changing the settings can give better or worse results for other markets. This is a good way to show off a good looking strategy, atleast in paper, with minimal effort involved in the...

SparkyFlary

For Educational Purposes. Results can differ on different markets and can fail at any time. Profit is not guaranteed. This only works in a few markets and in certain situations. Changing the settings can give better or worse results for other markets. This is a mean reversion strategy based on Bollinger Bands and the Intraday Intensity Index (a volume indicator)....

GlobalMarketSignals

This is Mr. Yen's color zone. I have also added an input to adjust the sizes of each box. Mainly targeted for MES and ES. The default settings are as he describes: white line is the previous day close red zone = +/- 20 from the previous day close yellow zone = +/- 40 from the previous day close green zone = +/- 60 from the previous day close blue zone = +/- 100...

racer8

Description: ATR Pivot Point Index (ATR_PPI) is based on the theory of mean reversion. I was inspired to create this indicator after watching a particular YouTube video on the UKspreadbetting channel. In this video, the trader being interviewed mentioned that he would exit when price is too far from the moving average. In other words, he exits when he thinks...

balipour

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 quantifies the relative tendency of a time series...

GlobalMarketSignals

I wanted to apply an RSI filter to some of the new Candlestick Patterns (in the indicators tab) since some of them looked to be quite effective for picking reversals. Turns out it's a pretty good pairing. You can modify the RSI length in addition to the upper and lower thresholds. I also added in check boxes to combine different bullish and bearish patterns. The...

DavidOConnorSpain

A hammer candle is defined here as 1) the lower shadow (wick) is at least twice the length of the main body and 2) the close is in the top half of the range. A shooting star has the opposite conditions 1) the upper shadow is at least twice the size of the main body and 2) the close is in the lower half of the range. These candles should not be used by themselves...

Quixilver_stx

Count of previous bars above or below a chosen Exponential Moving Average. Typically price reconnects with well defined EMAs regularly. If the price has been above/below an EMA for too long, you can expect a reconnect in a short order and bet on mean reversion strategies.

GlobalMarketSignals

This is based on my GMS: Mean Reversion Indicator () Features: - % Based Profit Target and Stop Loss - SMA Trend Filter - Can choose trade exit based off a moving average or linear regression curve - Filter for long only trades, short only trades, or both at the same time. Source code is...

kingthies

Calculating the Mean, given a set of data. I'd assume BTCUSD needs to touch this on the daily, as it hasn't yet. "reverting to the mean" is essential in market dynamics.

GlobalMarketSignals

This is just the close represented as a standard deviation away from an "x" period linear regression. You can select the price source as well.