script for mean reversion conditions - tweak-able based on the volatility of the asset its used on, and the time frame
This is a continuation of my series on forecasting techniques. The idea behind the Simple Mean method is to somehow extend historical mean to the future. In this case a forecast equals to last value plus average change.
This is a mean reversion indicator that anticipates a local trend reversion. Basically, it is a channel with the mid-line serving as a moving mean baseline. Each of the two curves run up and down within this channel bouncing off from the top and bottom bounds. Touching the bounds serves as an indication of a local trend reversal. The reversal signal is stronger...
The Return to the Mean Oscillator shows the spread between the selected mean study and the actual close in price. In this first version, I'm including the All-Time Historical Mean, which is the evolution of the mean value of that asset since its inception. By using this indicator we are able to see if a particular market is trading above/below historical mean...
The Return to the Mean plots reference values that price action tends to revisit each cycle. In this first version, I'm including the All-Time Historical Mean, which is the evolution of the mean value of that asset since its inception. By using this indicator we are able to see if a particular market is trading above/below historical mean value. Moreover, we can...
This script is meant to calculate the Escape Velocity from the mean. According to Investopedia "Mean reversion is theory used in finance that suggests that asset prices and historical returns eventually return back to the long-run mean or average level of the entire data set." Escape Velocity is the lowest velocity which a body must have in order to escape the...
English: This script shows the price development over the last year (default: green) and mean prices over the last three (default: light green), six (default: orange) and nine (default: red) years and is therefore at least some kind of approach towards true seasonality. Thanks to user "apozdnyakov" for providing most of the code! Deutsch: Dieses Skript zeigt...
The Mean Oscillator shows the spread between the historical mean and the actual close price. By using this indicator we are able to see if a particular market is trading above/below historical mean value. The Mean value equals zero in the oscillator scale. Therefore, we can use this indicator to clearly identify 'Return to the Mean' moves. Note: Tradingview...
The Mean Machine plots the evolution of the mean value of that asset since its inception. By using this indicator we are able to see if a particular market is trading above/below historical mean value. Moreover, we can use this indicator to anticipate powerful 'Return to the Mean' moves. Note: Tradingview limits the number of candles we can use on each time...
Hello traders and developers! I was wondering how built-in "dev" function in Pine is calculated so I made a little research. I examined 7 samples: 0) "dev" function itself 1) "dev" according to its description: series - sma(series) 2) Mean Absolute Deviation 3) ratio of the absolute difference from 1) divided by period 4) ratio of the difference from 1)...
For private peeps only - Takes a modified version of the CCI formula into 2 parts VCI - Volume Channel Index (Yellow Histogram) - Measures accurate accumulation and distribution levels and times MCI - Modified Channel Index - Measures (when compared to VCI) levels where clearly buys are interested vs not interested. Example: If VCI > MCI - Shows buyer's are...
Mean Reversion and Momentum Interpretation: - Divergence means trend reversal - Parallel movement means trend continuation Squares above serve as a confirming signal
Mean Reversion and Momentum Interpretation: - Divergence means trend reversal - Parallel movement means trend continuation Squares above serve as a confirming signal
This script works on the principle of short-term mean reversion and long term trend following, and uses minimal parameters to ensure no overfitting. The scripts beats buy and hold for almost all major pairs that satisfy the following conditions: - are trading on multiple exchanges as either ALTBTC or ALTUSD pairs - have good volume available with them - have an...
A basic mean-reversion strategy. Shorts when the close is 10% above the MA, and goes long when it's 10% below the MA.
Invite Only: But everyone will be accepted Invite-only in order to understand demand and interest in this type of strategy. All requests are welcome and will be accepted. Full Source is available A blog post containing full source code and commentary of the strategy is available on the backtest-rookies website. To comply with house rules, I cannot post a...