ATR_percentATR_percent is an indicator that i have created to find and be ready for volatility in stock or index. Works best in the 15 min time frame. Use case can be for Nifty and Banknifty.
Basically, whenever the ATR _percent line leaves the yellow line for upwards, market is falling. While if it is heading downwards, the market is rising.
Cerca negli script per "Volatility"
Displaced Moving Average Channel (DMA)What is This?
The Displaced Moving Average Channel (DMA) indicator is a combination of two moving averages calculated on the high and low of a set time period back which are displaced forward or backward with the center highlighted as a central channel.
What Information Can I Get Out of It?
This indicator can be used as a support or resistance as some moving averages are typically used as well as a tiny measure of recent volatility by looking at the spread between the top and bottom moving averages.
Where Did This Idea Come From?
I did not come up with the concept of this indicator since I was inspired to use this as a setup/trigger indicator in a potential trading strategy as seen in this whitepaper .
Ultimate VWAP Bands- Ultimate VWAP Bands is a script that helps to decide and further clarify areas of oversold and overbought conditions.
- For example, when the price is in the lowest band it is extremely oversold relative to the VWAP . Hence it should be considered a good place to buy with a high risk to reward payoff.
- Each band is set at a fixed offset away from the VWAP . The "VWAP Band Multiplier" adjusts this and is a key part of the script. This allows the indicator to be adjusted based on the assets volatility . For example, with Crypto. A multiplier of 1 would be strongly advised. Whilst a multiplier of 0.1-0.25 would be useful for currency pairs.
- This indicator can be used for all manners of trading. However, it is most effective when used for scalping and swing trading.
Bollinger Bands %B + ATR This indicator is best suitable for the 30-minutes interval OIL charts, due to ATR accuracy.
BB%B is great for showing oversold/overbought market conditions and offers excellent entry/exit opportunities for Day Trading (30 minutes chart), as well as reliable convergence/divergence patterns. ATR is conveniently combined and shows potential market volatility levels for the day when used in 30-minutes charts, thus demarcating your day trade exit point.
To use the ATR on this indicator: Just read the ATR value of the lowest (for a new bull trend) or the highest (for a new bear trend) candlestick of the newly formed trend leg. Let's suppose the ATR reads 0.2891, then you project a move of 2.891 points towards the given trend direction using the ruler tool (30-minutes charts). That's all, and there you have your take profit target!
Good Luck!!!
NandyVolShiftHow a difference between standard deviation and ATR suggests a change in the volatility regime. Trends and congestions can be picked up
SuperTrend STRATEGYSTRATEGY version of SuperTrend Indicator:
SuperTrend is one of the most common ATR based trailing stop indicators.
In this version you can change the ATR calculation method from the settings. Default method is RMA, when the alternative method is SMA .
The indicator is easy to use and gives an accurate reading about an ongoing trend. It is constructed with two parameters, namely period and multiplier. The default values used while constructing a superindicator are 10 for average true range or trading period and three for its multiplier.
The average true range (ATR) plays an important role in 'Supertrend' as the indicator uses ATR to calculate its value. The ATR indicator signals the degree of price volatility .
The buy and sell signals are generated when the indicator starts plotting either on top of the closing price or below the closing price. A buy signal is generated when the ‘Supertrend’ closes above the price and a sell signal is generated when it closes below the closing price.
It also suggests that the trend is shifting from descending mode to ascending mode. Contrary to this, when a ‘Supertrend’ closes above the price, it generates a sell signal as the colour of the indicator changes into red.
A ‘Supertrend’ indicator can be used on equities, futures or forex, or even crypto markets and also on daily, weekly and hourly charts as well, but generally, it fails in a sideways-moving market.
Source function added to use the indicator as the ATR Trailing Stop indicator.
Just change source type hl2 to close.
different variations might be useful.
Rain On Me PRO 1/3This is the part 1 of Rain On Me PRO. It follow my two other indicators "Rain On Me" and "Rain On Me V2". This version is called "PRO" because it is less "user-friendly" than the two previous versions. But it is more faster, and cleaner than ever!
This indicator is separated into 3 parts. You can find all parts into my profile in the « Scripts » section. Once the 3 parts together, the indicator is complete..
Here are the features for this part (no-repaint on this one):
-ATR with alerts (Buy and Sell signals).
-VPT with alerts (Buy and Sell signals).
-PSAR with alerts (Buy and Sell signals).
-SuperTrend with alerts (Buy and Sell signals).
-Doji with alert (A yellow arrow show you when a good Doji signal appear).
-Divergences on chart (Red is bearish or green is bullish) with multiple type of divergence (MACD, OBV, RSI or CCI) with alerts.
-Market Range Bar Filter Color. (You have to configure the TimeZone of the market in UTC and then it will show you blank bar where the volatility is low).
-3 Moving Averages with cross alert for MA1 and MA2.
Everything is fully customizable in settings.
To place an alert, always choose the "Once per bar" option.
Many functions are still to come. So don't hesitate to report bugs, suggestions and follow me to always be kept informed of the next updates to come!
//ALWAYS DELETE INDICATOR AND ALERTS AND RESET THEM AFTER AN UPDATE!
Thank again everyone for your support!
Good trade everyone! And remember, money management is the most important!
ATR Daily LevelsPlots the daily ATR on the chart as upper and lower levels.
It can be use to adapt your trading in high and low periods of market volatility, determine reasonable target or take profit, entry at likely mean reversion, stop loss beyond normal flows etc...
More on the script behavior:
- Daily ATR upper/lower levels are applied on the current day low/high;
- The ATR value is defined by the last D1 bar;
- Shows up to D1 timeframe;
- Configuration for the indicator's period (default: 20 period ATR);
- Configuration for plotting the indicator on the the x axis with an offset/at begining of the day (default: offset);
PEC Range (Prefer on 1D chart)Price Expansion and Contraction is basic calculation of Candles High-Low and it is average of previous 5 High-Low. Which will help to analyse volatility of running situation. This can be used for analysis purpose only not as buy/sell signals.
How to use this?
Ranges of candles may increase on lower value of PEC.
Ranges of candles may decrease on high of PEC.
This is not ATR of 5 period.
KZ SessionsThis shows killzone sessions for London NY, Asia sessions.
In addition to the opening hours of session, the pre-market and closing time periods are also marked with a grey color
Generally these are consided period of high activity and can experience more volatility in these periods
I also have enabled it to display the session times even on weekends. There is no session open at such times but heightened activity is noticed in these periods even on weekends.
If want to disable showing it on weekends, then remove ":1234567" from all the lines in code
Wick v BodySimple script to plot the MA of candle body size and candle wick size. When sicks are larger than bodies (especially if both are also higher), it can often mean indecision, volatility, and unpredictability in the market.
Stop Loss PanelHere is a label panel that shows the stop-loss number for Long or Short trades based on volatility using average true range and and a mult of that.
RVI trend confirmationUses the RVI (Relative Volatility Index) to confirm trend. It focus on the direction of the RVI and not if it is above or below a certain level.
HOW to read the indicator:
Blue or value 1 = bull trend confirmation
Red or value -1 = bear trend confirmation
Gray or value 0 = choppy market
Combine this with another indicator in order to confirm whether a trend is starting.
MA-SAR-BB-SR - BisayaTCThe script allows you to use multiple indicators such as Moving Averages, Parabolic SAR, Bollinger Bands, Support and Resistance and it includes alerts for each indicator.
MA - The moving average (MA) is a simple technical analysis tool that smooths out price data by creating a constantly updated average price. The average is taken over a specific period of time, like 10 days, 20 minutes, 30 weeks or any time period the trader chooses.
SAR - The Parabolic SAR is a technical indicator developed by J. Welles Wilder to determine the direction that an asset is moving. The indicator is also referred to as a stop and reverse system, which is abbreviated as SAR. It aims to identify potential reversals in the price movement of traded assets.
BB- Bollinger Bands are envelopes plotted at a standard deviation level above and below a simple moving average of the price. Because the distance of the bands is based on standard deviation, they adjust to volatility swings in the underlying price.
SR - Support and Resistance are certain predetermined levels of the price of a security at which it is thought that the price will tend to stop and reverse. These levels are denoted by multiple touches of price without a breakthrough of the level.
DISCLAIMER: For educational purposes only. Nothing in this content should be interpreted as financial advice or a recommendation to buy or sell any sort of security or investment including all types of crypto. DYOR
Cumulative distribution function - Probability Cumulative distribution function (tScore and zScore)
This script provides the calculation of the cumulative distribution function (i.e., probability). The measure allows you to calculate the chances of a value of interest being above or below a hypothesized value over the measurement period—nothing fancy here, just good old statistics and mathematics. The closer you are to 0 or 1, the more significant your measurement. We’ve included a significance level highlighting feature. The ability to turn price and/or volume off.
We have included both the Z and T statistics. Where the ‘Z’ is looking at the difference of the current value, minus the mean, and divided by the standard deviation. This is usually pretty noisy on a single value, so a smoother is included. Nice shoutout to the Pinecoders Github Page with this function also. The t-statistic is measuring the difference between a short measurement, an extended measurement, and divided by the standard error (sigma/sqrt(n)). Both of these are neatly wrapped into a function, so please feel free to use them in your code. Add a bit of science to your guessing game. For the purists out there, we have chosen to use sigma in the t-statistic because we know the population's behavior (as opposed to the s-measure). We’ve also included two levels of the t-statistic cumulative distribution function if you are using a short sample period below 6.
Finally, because everyone loves choices, we’ve included the ability to measure the probability of:
the current value (Price and volume)
change
percent change
momentum (change over a period of time)
Acceleration (change of the change)
contribution (amount of the current bar over the sum)
volatility (natural log ratio of today and the previous bar)
Here is a chart example explaining some of the data for the function.
Here are the various options you have the print the different measurements
A comparison of the t-statistic and z-statistic (t-score and z-score)
And the coloring options
VIX3M/1M ratioThis script simply calculates and plots the VIX 3 month versus 1 month ratio. Values below 1 indicate a strong panic situation in the market (1 month volatility is higher than the 3 month volatiliy). This might be a good opportunity to sell options.
[CP]ATR Triple Stop Loss LevelsATR based Triple Stop Loss levels that are plotted on the chart (like moving averages!).
With ATR Levels plotted on the price chart itself, you can better set your volatility based trailing Stop Loss.
Also helps to define the SL when making an entry into a stock.
Note:
This indicator is supposed to be used on Daily and Weekly Charts.
For other timeframes you would need to tweek the default parameters.
FTX BTC Quarterly Move ArbitrageThis script is for arbitraging BTC's volatility on FTX.
We use 3 factors to detect the best timing for arbitraging:
1. BTC Quarterly Move current price
2. BTC Quarterly Move strike price
3. BTC current price
When green background appears, long BTC and short BTC move.
When red background appears, short BTC and short BTC move.
Ehlers Signal To Noise Ratio [CC]The Signal To Noise Ratio was created by John Ehlers (Rocket Science For Traders pgs 81-82) and this indicator is perfect for all of the scalpers out there! This will let you know when the stock is at a high volatility or not and when to buy or sell. If the indicator crosses over the dotted line then that means the stock is volatile and it is trading flat then it will be below the dotted line. Buy when the indicator line is green and sell when it is red.
This was a custom request so let me know if there are any other scripts you would like me to publish or if you want something custom done!
Binomial Option Pricing ModelA binomial option pricing model is an option pricing model that calculates an option's price using binomial trees. The BOPM method of calculating option prices is different from the Black-Scholes Model because it provides more flexibility in the type of options you want to price. The BOPM, unlike the BS model typically used for European style options, allows you to price options which have the ability to exercise early, such as American or Bermudan options. Although you can use the BOPM for any option style.
This specific model allows you to price both American and European vanilla options.
The way the BOPM calculates option prices is by:
First, dividing up the time until expiry into equal parts called steps. This specific model presented only uses 2 steps. For example, say you have an option with an expiry of 60 days, and your binomial tree has only two steps. Then each step will contain 30 days.
Second, the model will project the expected price of the underlying at the end of each step, called a node. The expected price is calculated by using the underlying's volatility and projecting what the price of the underlying would be if it were to rise and fall. This step is repeated until the terminal node, aka the end of the tree, is reached.
Third, once the terminal node's expected underlying prices are calculated, their expected option prices must be calculated.
Finally, after calculating the terminal option prices, backwards induction must be used to calculate the option prices at the previous nodes, until you reach Node 0, aka the current option price.
In order to use this model:
1st. Enter your option's strike price.
2nd. Enter the risk-free-rate of the currency the option is based in.
3rd. Enter the dividend yield of the underlying if it's a stock, or the foreign risk-free-rate if it's an FX option.
*For example, if you were trading an AAPL stock option, in the risk-free-rate box mentioned in step 2, you would enter the US risk-free-rate because AAPL options are traded in US dollars. In the dividend yield box mentioned in step 3, you would enter the stock's dividend yield, which for AAPL is 0.82.
*If you were, for example, trading an option on the EUR/JPY currency pair, the risk-free-rate mentioned in step 2, would be the Japanese risk-free-rate. Then in the the dividend yield box from step 3, you'd input the Eurozone risk-free-rate.
*If you were trading an options on futures contract, the risk-free-rate mentioned in step 2, would be the risk-free-rate for whatever currency the futures contract is denominated in. For example EUR futures are denominated in USD, so you would input the US risk-free-rate. Meanwhile, something like FTSE futures are denominated in GBP, so you would input the British risk-free-rate. As for the dividend yield box mentioned in step 3, for all options on futures, enter 0.
4th. Pick what type of underlying the option is based on: stock, FX, or futures.
5th. Pick the style of option: American or European.
6th. Pick the type of option: Long Call or Long Put.
7th. Input your time until expiry. You can express this in terms of days, hours, and minutes.
8th. Lastly, input your chart time-frame in term of minutes. For example, if you're using the 1 min time-frame enter 1, 4hr time-frame enter 480, daily time-frame enter 1440.
*Disclaimer, because this particular model only uses 2 steps, it won't work on stocks with high prices (over $100). If you want to use this on stocks with prices greater than $100, you would need to add more steps to the code, shown below. The model in its current form should work for stocks below $100.
Options Decay Speed for 0DTEUse only for:
SPX, 5 minutes time frame
This indicator is complementing options 0DTE strategy - selling options for SPX index in the same day as they are expiring. Output of the indicator (red or green color of the curve) indicates whether is profitable to sell options at given moment at delta and VIX specified in the parameters. Changing parameter "Candles" is not recommended.
Main thought is that options expire with certain speed (theta decay) when stock doesnt move. When stock moves in unfavorable direction slowly enough, decay speed can compensate for disadvantage coming from option delta. Intuitively there must be certain speed of stock value change (expressed in stock value per 5 minutes) that is exactly compensating theta decay. This indicator calculates those two values (details below) and shows, where theta decay is faster than stock movement in the last hour and thus favorable to sell options.
Indicator gets its result from comparing two values:
1) volatility in the form of highest high and lowest low for past 12 candles (one hour in total) divided by 12 - meaning average movement of stock expressed in
2) speed of options value decay in form of combination of theta decay and option delta. Formulas are approximation of Black-Scholes model as Pine script doesnt allow for advanced functions. Approximations are accurate to 2 decimal points from market open to one hour before market close and will not indicate green when accuracy is not sufficient. Its value is also expressed in so its mutualy comparable.
My focus was not on code elegance but on practical usability.
Written by Ondřej Škop.
Double Vwap - JDThis indicator (The "Volume-Volatility weighted Average Price" or "Double Vwap") gives an alternative to the well known standard VWAP line with some special sauce.
The standard VWAP sometimes lags on big price moves, when there's not much volume "underneath them".
This indicator tries to combat that by adding the option to weigh in large price moves in the calculation, even without large volume,
and can give you faster targets after big "pumps" and "dumps".
Enjoy!
JD.
#nottradingadvice
#DYOR
Moving percentiles channelThis script plots moving percentiles of past price distribution, creating a channel useful for trend and volatility analysis, and for operational purposes also. Percentiles are more robust than common moving averages when it comes to address noise during lateral price movements.
Percentiles included:
- 10th
- 25th (= 1st quartile)
- 50th (= median)
- 75th (= 3rd quartile)
- 90th
You can choose between 2 methods to compute percentiles:
- Linear interpolation
- Nearest rank
(Check pinescript reference manual for more details)
The script also let you plot one Moving average, useful for comparison with the median. Supported MA:
- SMA
- EMA
- WMA
- VWMA
- Hull
- Arnaud Legoux
- Least squares
An example of operational rule could be:
- Buy when observing crossovers between price and 3rd quartile, and viceversa, sell when observing crossunders between price and 1st quartile.
- Close buy positions when observing crossunder between price and median, and viceversa.
However these are only simple example for teaching purpose. I suggest you to create your own strategy.
Hope you enjoy the script. Please support and follow me if you like my work. More content will be added in the future.
@Bezzus
