ALMA stdev band with fibsArnaud Legoux Moving Average with standard deviation band and standard deviation Fibonacci levels.
Standard deviation band is alma + stdev and alma - stdev.
Fibonacci levels are alma + stdev * fib ratio and alma - stdev * fib ratio (0.382 / 0.5 / 0.618 / 1.618 / 2.618).
Used like a moving average, but also shows probable price range based on past volatility, and helps to recognize support/resistance levels, trends and trend momentum based on the Fibonacci levels.
Standard Deviation (Volatility)
STD Stepped Ehlers Optimal Tracking Filter MTF w/ Alerts [Loxx]STD Stepped Ehlers Optimal Tracking Filter MTF w/ Alerts is the traditional Ehlers Optimal Tracking Filter but with stepped price levels, access to multiple time frames, and alerts.
What is Ehlers Optimal Tracking Filter?
From "OPTIMAL TRACKING FILTERS" by John Ehlers:
"Dr. R.E. Kalman introduced his concept of optimum estimation in 1960. Since that time, his technique has proven to be a powerful and practical tool. The approach is particularly well suited for optimizing the performance of modern terrestrial and space navigation systems. Many traders not directly involved in system analysis have heard about Kalman filtering and have expressed an interest in learning more about it for market applications. Although attempts have been made to provide simple, intuitive explanations, none has been completely successful. Almost without exception, descriptions have become mired in the jargon and state-space notation of the “cult”.
Surprisingly, in spite of the obscure-looking mathematics (the most impenetrable of which can be found in Dr. Kalman’s original paper), Kalman filtering is a fairly direct and simple concept. In the spirit of being pragmatic, we will not deal with the full-blown matrix equations in this description and we will be less than rigorous in the application to trading. Rigorous application requires knowledge of the probability distributions of the statistics. Nonetheless we end with practically useful results. We will depart from the classical approach by working backwards from Exponential Moving Averages. In this process, we introduce a way to create a nearly zero lag moving average. From there, we will use the concept of a Tracking Index that optimizes the filter tracking for the given uncertainty in price movement and the uncertainty in our ability to measure it."
Included:
-Standard deviation stepping filter, price is required to exceed XX deviations before the moving average line shifts direction
-Selection of filtering based on source price, the moving average, or both; you can also set the Filter deviations to 0 for no filtering at all
-Toggle on/off bar coloring
-Toggle on/off signals
-Long/Short alerts
VWAP Suite█ OVERVIEW
This indicator is an attempt to bring all VWAP functionalities under one umbrella suite, the existing VWAPs are great and this was made to provide all functionalities. (pending more updates as well)
█ FEATURES
Multiple VWAPs MTF
Individual Band configuration
Previous vwap closes
Date tracking of previous closes
MTF Options
Enabling the other VWAPS with any timeframe will allow the user to use the "VWAP Anchor" setting to choose what HTF Vwap to be displayed
"Prev Close"
This setting enables all historical closes to be displayed with extension
"Track Dates"
Can be used to keep date information of 2 previous closes and further back
█ HOW TO USE IT
The indicator is quite straight forward in its application, as you would expect of a normal VWAP.
At the top of the settings pane the indicator has some functionality that would control the VWAPs globally, e.g. disabling show bands disables all bands for all the VWAPs.
Each VWAP has individual settings that can be controlled such as coloring, which bands enabled, previous closes, labelling...
█ SUGGESTION
My suggestion for clarity is to use 1 VWAP with bands, and a 2nd with no bands + Previous close enabled at a higher timeframe
█ LIMITATIONS OF PINE (Please read)
I see many users going on different indicators with MTF in mind and trying to use it for LTF data e.g. 1hour chart, and selecting 5min in chart settings.
This is not recommended by the team themselves and should be noted for use always use HTF: www.tradingview.com
To understand how to use VWAP please refer to some education that can be found for free online
Heres an example of a trader using the tool himself: www.youtube.com
█ Future Updates:
Previous Close Line extensions
Previous Highs and Lows of VWAP mapped out for users
Suggestions Welcome!
Standard Deviation Refurbished█ Standard Deviation Refurbished
This is an indicator that serves to show the standard deviation in a more improved and less trivial form.
Basically, I put the option to normalize the indicator in a range of 0 to 100.
I also put 10 moving averages of standard deviation.
In the graphic part was placed the choice of themes.
Gratitude to the author 'The_Caretaker' by the themes 'Spectrum Blue-Green-Red' and 'Spectrum Blue-Red'.
█ Concepts
"Standard Deviation is a way to measure price volatility by relating a price range to its moving average. The higher the value of the indicator, the wider the spread between price and its moving average, the more volatile the instrument and the more dispersed the price bars become. The lower the value of the indicator, the smaller the spread between price and its moving average, the less volatile the instrument and the closer to each other the price bars become. Standard Deviation is used as part of other indicators such as Bollinger Bands. It is often used in combination with other signals and analysis techniques."
(TradingView)
Z-Score DeltaHeavily modified from Z Score by jwammo12
Compares the z-score of two assets, the onscreen one and the reference one configured. If you're familiar, you can think of it as Bollinger Band Percent of Onscreen Asset minus the Bollinger Band Percent of Reference Asset.
It's compared off a simple moving average, due to how standard deviation is calculated.
I view this a more literal meaning of relative strength.
Has the ability to offset or delay in time one to another.
TODO: add MAD and MAD/STD.DEV views
Not my greatest work, but it's functional.
Price Clouds Oscillator (PCO)This is the oscillator version of Price Clouds (PS). Use this with (PS) for best results.
This indicator shows you over bought and over sold regions similarly to to rsi or stochastic. This indicator centers a moving average around the hl2 of the price. This is calculated as the difference of four moving averages. The signal line shows you how much momentum in any given direction you have. You can also see how much volatility there is by the band width. Just like the Bollinger band high volatility comes before low volatility and visa versa. You can also see what the market is doing based on the signal crosses. If the fast line is above the slow line you are going up and visa versa. This indicator works in most markets, especially crypto. There is a tool tip for every aspect of this indicator explaining how everything works.
Key Feature:
>See where the price is relative to a mean price
>Measure volatility
>Clean global settings
>Normalization feature lets you scale the band from 0 to 1. You loose some information but its easier to use if you aren't measuring volatility.
I hope you are very profitable with this one!
If you find this indicator is useful to you, Star it, Follow, Donate, Like and Share.
Your support is a highly motivation for me.
PCO
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CHOPperIt is based on the Choppiness Index indicator. It can show you when the market is in range. If the lines are below the lower band, it can be a strong trend, if it is inside the 2 bands, it is considered to be a choppy market, and if it is crossed down the upper band, it can be a developing trend.
This indicator does not show you the trend direction! This may be used as a confirmation indicator.
The improvements this indicator provides over the original:
It uses ATR instead of just TR (if ATR length is 1, it is the original TR)
It uses my ATRWO (ATR Without Outliers) indicator inside, which can remove extreme highs and lows from calculation. You can tune this by the "ATRWO STDev Mult" parameter. Higher value means more outliers are allowed.
It has 2 lines, one uses ATR(WO) (the blue one), which can be similar to the original Choppiness Index, the other uses standard deviation (the teal one).
The 2 lines can be used together, or you can hide one of them.
Trendlines with Breaks [LuxAlgo]The trendlines with breaks indicator return pivot point based trendlines with highlighted breakouts. Users can control the steepness of the trendlines as well as their slope calculation method.
Trendline breakouts occur in real-time and are not subject to backpainting. Trendlines can however be subject to repainting unless turned off from the user settings.
The indicator includes integrated alerts for trendline breakouts.
🔶 USAGE
Any valid trendlines methodology can be used with the indicator, users can identify breakouts in order to infer future price movements.
The calculation method of the slope greatly affects the trendline's behaviors. By default, an average true range is used, returning a more constant slope amongst trendlines. Other methods might return trendlines with significantly different slopes.
Stdev makes use of the standard deviation for the slope calculation, while Linreg makes use of the slope of a linear regression.
The above chart shows the indicator using "Stdev" as a slope calculation method. The chart below makes use of the "Linreg" method.
By default trendlines are subject to backpainting, and as such are offset by length bars in the past. Disabling backpainting will not offset the trendlines.
🔶 SETTINGS
Length: Pivot points period
Slope: Slope steepness, values greater than 1 return a steeper slope. Using a slope of 0 would be equivalent to obtaining levels.
Slope Calculation Method: Determines how the slope is calculated.
Backpaint: Determine whether trendlines are backpainted, that is offset to past.
Standard Deviation Candles (With Emoji)In crypto, significant price moves can be a sign of continuation or reversal. This script measures if price move is greater than a certain number of standard deviations vs. previous periods, then alters bar colours and/or prints an emoji signal.
TradeChartist Mean Momentum Drift Bands (MMDB)™TradeChartist Mean Momentum Drift Bands (MMDB) is a Momentum indicator that plots a Mean Momentum line (calculated automatically from sample means of many lookback periods decided by the script logic) and Upper/Lower Drift Bands (calculated using standard deviation). The script helps spot price volatility, Oversold/Overbought zones and also generates high probability breakout signals without any user input.
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Features of ™TradeChartist MMDB
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Momentum Mean and 4 upper/lower Drift bands.
No User input required.
3 Visual colour schemes - Chilli, Flame and Custom.
MMDB table that shows asset's price, RSI and values of Mean & Upper/Lower Drift bands
Breakout Signals (Bull and Bear arrows) based on price closing above or below the 1st Drift Band.
Overbought and Oversold zones.
Colour Bars based on Momentum strength.
Alerts for Bull and Bear Breakouts ( Once per bar close to be used).
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Example Charts
1. MMDB used along with ™TradeChartist MMDO (Mean Momentum Drift Oscillator) on 4hr chart of BINANCE:BTCUSDT
2. MMDB on 4hr chart of OANDA:XAUUSD
3. MMDB on 1hr chat of OANDA:SPX500USD
4. MMDB connected to ™TradeChartist Plug and Trade on BINANCE:LINKUSDTPERP
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Note: The script doesn't repaint, so the alerts can be used with confidence. To check this, users can do bar replay to confirm if the plots and markers stay in the same place.
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Best Practice: Test with different settings first using Paper Trades before trading with real money
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DMI & ST DEV zone intersection [LM]Hello Traders,
This indicator uses two indicators st dev extremes and DMI extremes and visualize intersection of both indicators extreme zones using crosses. It means where cross is rendered intersection of extremes has occurred.
The standard deviation uses the same calculation as my Standard deviation zones Support & Resistance indicator, DMI indicator measures both the strength and direction of a price movement. I am using both indicators to find the intersection of extreme zones between them.
ST DEV settings:
source
tops setting
bottom setting
DMI settings:
length settings
extreme zone setting
Enjoy,
Lukas
VWAP StdDev Bands - Multi-type VWAP: Period, Date, EarningsThis VWAP indicator differs from the rest in that it is customizable for 3 distinct VWAP types, among other features that may be useful.
VWAP types:
Period Based VWAP
Date Anchored VWAP
Earnings Based VWAP
Additional features common to all VWAP types:
Standard Deviation Bands
Coloring based on Price vs Deviation Bands
Coloring of VWAP based on VWAP Slope
Each of the VWAP types are described below:
Period VWAP
Simple period VWAP which allows preset, as well as custom periods.
Resets at the start of each period.
Also allows setting a custom session time for reset at specific time of day.
Date VWAP
Date anchored VWAP which does not reset.
VWAP will start from the selected date.
Pictured: AAPL Date VWAP from 2018-08-27
Earnings VWAP
VWAP which resets on every earnings report. The symbol must be stock with available earnings data.
Multiple types can be used in conjunction with one another only by adding multiple of the indicator to your chart.
Feel free to leave any comments, questions, or bug reports. All are welcome.
Enjoy!
Ultimate Moving Average Bands [CC+RedK]The Ultimate Moving Average Bands were created by me and @RedKTrader and this converts our Ultimate Moving Average into volatility bands that use the same adaptive logic to create the bands. I have enabled everything to be fully adjustable so please let me know if you find a more useful setting than what I have here by default. I'm sure everyone is familiar with volatility bands but generally speaking if a price goes above the volatility bands then this is either a sign of an extremely strong uptrend or a potential reversal point and vice versa. I have included strong buy and sell signals in addition to normal ones so darker colors are strong signals and lighter colors are normal ones. Buy when the lines turn green and sell when they turn red.
Let me know if there are any other scripts you would like to see me publish!
STDev % by Alejandro PThis is a simple indicator that expands the usability of Standard deviation into a universally usable indicator.
This indicator displays the volatility as standard deviation as a % of asset value, this allows using more standardized and comparable values across multiple instruments and asset classes.
[EG] Fib RSIExtrapolated Fibonacci MA (FMA) into an RSI
i.e. FMA(up) and FMA(dn) of lengths 2, 3, 5, 8, 13, 21, 34, 55, 89 etc. averaged into RSI values.
Keep in mind it does not use 'Length' - it uses 'Interval' - how many fib intervals to include in the RSI calculation.
I threw in Ehler's Smoothing as well - seems to work quite well, thanks to TV Community for inspiration and code to look at for help
(Standard RSI included for comparison)
VWAP St. Dev BandsThis indicator allows you to add up to 3 volatility bands to VWAP based on its Standard Deviation.
Best use is for intraday but you can choose higher timeframes too.
For day trading a band of 3 standard deviations usually works well as an overbought/oversold region, allowing for mean reversion trading, but you are free to come up with your own strategies.
Enjoy!
RSI Div at Daily VWAP StDevMean Reversion indicator based on RSI Divergences at Overbought/Oversold conditions with Price above/below a Standard Deviation from Daily VWAP. Useful for intra-day trading.
Signal criteria:
1. RSI is at Overbought/Oversold
2. RSI Divergence present (not hidden)
3. RSI has not reached Neutral level (i.e. 50)
4. Price has crossed above/below a Standard Deviation from Daily VWAP
Config Options:
- RSI length (default:14)
- Divergence Lookback Period (default:14)
- RSI Oversold/Overbought tresholds (default: 70/30)
- RSI Reset Level (default: 55/45)
- Use VWAP Std Dev (default: yes)
- Standard Deviation from Daily VWAP (default: 1.51)
Use with discretion.
Erzurum Indicators (By DadashKadir)Erzurum Indicators (By DadashKadir)
An indicator in which you will keep track of the buying and selling movements by adding the movements of the three moving averages together. The parameters were determined as Moving Average (SMA), Exponential Moving Average (EMA), Weighted Moving Average (WMA) and Volume Weighted Moving Average (VWMA). Its constant value was taken as WMA. It is used to calculate the averages of 3 - 5 and 7. You can include the standard deviation (STDEV) in these moving averages.
The name of the indicator is taken from our city of Erzurum, the pearl of Eastern Anatolia.
Weighted stdev/BBThe basis/mean is the equivalent to the pine built in function wma(). It assigns greater weighting to recent data points and less weighting on past data points. The weighted moving average is calculated by multiplying each observation in the data set by a predetermined weighting factor.
Similarly the stdev is calculated using the same weighting factors where recent deviations are given greater weight than past deviations.
Stdev Breakout StrategyStdev Breakout Strategy
Description:
This script generates a long entry signal when the Standard Deviation crosses over the Simple Moving Average and the Close is greater than the Open, and/or generates a short entry signal when the Standard Deviation crosses under the Simple Moving Average and the Close is less than the Open.
CV_VWAP_GMECoefficient of variance GME ‰
Gray area: Regional price variance of GME in per milles
Light gray thick line: NYSE:GME deviation from global mean
1. Select a chart 24-hour ticker like FX_IDC:USDEUR
2. Select a timescale (5 min, 15 min, ...)
3. Monitor the regional price variance
Exchanges included: NYSE, XETR, BMV, FWB, SWB, BITTREX, FTX
Currency conversion: Forex
Adapted from Detecting the great short squeeze on Volkswagen, Godfrey, K. (2016, February 18).
ATR Without OutliersIt is an ATR indicator which filters out outliers.
Outliers are values which are higher than the standard deviation of the true range.
It may be better than normal ATR for stop loss, because it does not keep large values after pump or dump.
It is very useful for high volatile markets like crypto markets.
Cheat Code BandsThese bands are a combination of Fibonacci multiples of standard deviations, combined with specific time-frame moving averages. They are meant to be used similar to a Fibonacci Retracement pull, but with more dynamic and real-time updates on them.
These bands print their next value at the opening mark of a candle, and so will not fake you out.
You can expect to use these bands as support & resistance lines in the market, trading between the 4 different sets (separated via color), and looking for a bounce in the opposite direction if the bands can hold the market.
We oftentimes see price continually fluctuate between the upper-most 3 bands, and the lower-most 3 bands, so looking for a trade in the opposite direction once these bands are being held can be a good idea.
The time frame of the standard deviations, and the moving averages, are different from each-other, and are Fibonacci based as well. Through hours of backtesting, these values seem to hold best, and catch the major pivots in the market nicely.
Use the link below to obtain access to this indicator.
