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Average True Range (ATR)

Trend Surfers - Premium Breakout + AlertsTrend Surfers - Premium Breakout Strategy with Alerts I am happy today to release the first free Trend Surfers complete Breakout Strategy! The strategy includes: Entry for Long and Short Stoploss Position Size Exit Signal Risk Management Feature How the strategy works This is a Trend Following strategy. The strategy will have drawdowns, but they will be way smaller than what you would go through with buy and old. As a Trend Following strategy, we will buy on strength, when a breakout occurs. And sell on weakness. The strategy includes a FIX Stoploss determined by an ATR multiple and a trailing Stoploss/Takeprofit also determined by an ATR multiple. You can also manage your risk by entering the maximum % you are willing to risk on every trade. Additionally, there is an option to enter how many pairs you will be trading with the strategy. This will change your position size in order to make sure that you have enough funds to trade all your favorite pairs. Use the strategy with alerts This strategy is alert-ready. All you have to do is: Go on a pair you would like to trade Create an alert Select the strategy as a Trigger Wait for new orders to be sent to you Every Entry (Long/Short) will include: Market Entry (Enter position NOW!) Stoploss price Position Size Leverage * If you do not wish to use leverage, you can multiply the Position Size by the Leverage. But doing that, you might end up with a position greater than your equity. Trading on Futures is better in order to have accurate risk management. Exit signals: When you receive an exit signal, you need to close the position ASAP. If you want to keep your results as close as possible to the backtest results, you need to execute quickly and follow what the strategy is telling you. Do not try to outsmart the strategy Leave your emotion out of trading! If you trust the strategy, you will have way better returns than if you try to outsmart it. Follow each signal you receive even if it doesn't seem logical at the moment. Become a machine that executes. Don't look at fundamentals. Follow the trend! Trust the strategy! I hope you enjoy it!
Pine Script™ strategy
by TrendSurfersSignals
25
Normalized Quantitative Qualitative Estimation nQQENormalized version of Quantitative Qualitative Estimation QQE: Normalized QQE tries to overcome the problems of false signals due to RSI divergences on the original QQE indicator. The main purpose is to determine and ride the trend as far as possible. So users can identify: UPTREND : when nQQE Histogram is GREEN (nQQE is above 10) DOWNTREND : when nQQE Histogram is RED (nQQE is below -10) SIDEWAYS: when nQQE Histogram is YELLOW (nQQE is between -10 and 10) Calculation is very simple; RSI based QQE oscillates between 0-100 nQQE is simply calculated as: nQQE=QQE-50 to make the indicator fluctuate around 0 level to get more accurate signals. Various alarms added. Kıvanç Özbilgiç
Pine Script™ indicator
by KivancOzbilgic
35
Renko + CandlesThis indicator has been designed to show you both candle chart and Renko chart in one place. I think most of you are familiar with candle chart which is working with the time and price movements but Renko chart is based on price differences and is not related to the "time" parameter. so if you see a Renko brick is appear up(or down) to the previous brick it means that a certain and fixed price movement has been occurred (which mostly calculate by ATR). and also this indicator works in any time frame. Remember because we want both charts we have time parameter in this indicator, and if the price doesn't move up or down a certain percentage from previous bars, it will plot a renko bar beside the previous one. you can use this indicator to see if the price moves up or down. Or you can determine the important support and resistances with much less noises. it can be used as a confirmation for you to keep your positions or exit. go ahead and discover it... If you have any questions, don't hesitate! ask in the comments section below.
Pine Script™ indicator
by salarkamjoo
15
Quantitative Qualitative Estimation QQE The QQE indicator is a momentum based indicator to determine trend and sideways. The Qualitative Quantitative Estimation (QQE) indicator works like a smoother version of the popular Relative Strength Index (RSI) indicator. QQE expands on RSI by adding two volatility based trailing stop lines. These trailing stop lines are composed of a fast and a slow moving Average True Range (ATR). These ATR lines are smoothed making this indicator less susceptible to short term volatility. The most common method of using QQE is to look for crosses of the fast and slow moving trailing stop lines during periods when the QQE line reflects overbought or oversold conditions Qualitative Quantitative Estimation made up of a smoothed Relative Strength Index (RSI) indicator plus fast and slow volatility-based trailing levels. Qualitative Quantitative Estimation can be used in two directions: 1.Determine the trend, i.e. if the line is above the 50 level, the trend is ascending, if below - descending; 2.Search for signals at the moment of crossing of the QQE FAST (maroon) and QQE SLOW (blue) lines. The QQE itself is generally considered to indicate an up-trend ifQQE FAST is above QQE SLOW, and a down-trend if below QQE SLOW. Often a middle-range between 40 and 60 is set and if the indicator is in that range, then the market is considered to be tracking sideways, or in no trend. You will need to set only one parameter – “SF” "RSI SMoothing Factor", an analogue of the period in RSI. By the way, judging from the open source information, the algorithm used the standard strength index with a period of 14 for calculations. Various signals can be created from the indicator such as: -Buy when QQE FAST crosses above QQE SLOW below 50 level or just buy when QQE lines crosses above 50 level. -Sell when QQE FAST crosses below QQE SLOW above 50 level or just sell when QQE lines crosses below 50 level. WARNING: QQE IS A RSI BASED INDICATOR SO THAT IT CAN TRIGGER FALSE SIGNALS DURING DIVERGENCES! Kıvanç Özbilgiç
Pine Script™ indicator
by KivancOzbilgic
45
Up-Down RangeHere is an attempt to segregate ATR into ATR of up days and down days. While setting trailing stops based on ATR, you probably need to consider more on how an instrument can drop during red days. Hence, ATR of only red days makes more compelling case than overall ATR. Another use case for this kind of indicator may be in options if you are selling puts and calls with the intent of pocketing premiums on expiry. Parameters are as explained below: Range Type : Different range types are tr (True Range) , close (difference between close prices), highlow (difference between high and low of candle) Period : ATR Period Moving Average Type : Moving Average Type for calculating ATR. Two additional types - min and max are added which calculates lowest and highest range in last n bars HideFullAtr : Hides combined ATR if checked.
Pine Script™ indicator
by Trendoscope
2
ATR+(Experimental) I often use the ATR as a volatility filter, to get better entries or to just get a quick understand of the volatility when screening different stocks. With this indicator you can use the ATR in a few different ways: -- Dynamic ATR -- To get more comparability between stocks I use a dynamic/normalized ATR, so I've experimented with two different methods. ATR% can be calculated using John Forman’s approach called Normalized ATR (ATR / Close * 100). Or it can be calculated using what I call "Non Forman", where the normalization happens to the true range and not to the average true range (average of (TR / Close * 100)). I think this method is "cleaner", though the difference between the two is minimal. For more on this see www.macroption.com You can chose between normal ATR (not normalized), Forman's normazation method, and "Non-Forman" normalization. -- Smoothed ATR -- I originally used an ATR on a higher timeframe to get an idea of the overall volatility. But with higher time frames you always end up lag (or repainting issues when combining into an indicator). So I expertimented on smoothing the true range, by including several bars into the calculation. I most trade on a daily time frame so to my default "smoothing" is calculating the true range based on the last 5 days. This pretty much equals how the weekly TR would be calculated, but since it updates daily we get a different result. You can chose between displaying the standard ATR, the smoothed ATR or both. -- Thresholds -- To make it more clear and visually more appealing I added thresholds and I'm plotting warning zones for low volatily. -- Moving Average Method -- I think the best results from ATR comes when using RMA. But since I wanted to experiment with different options, the moving averages can be done using RMA, SMA, EMA, Hull MA, or WMA.
Pine Script™ indicator
by Algoswing
1
MA Candles - SupertrendConverting strategy to indicator for those who want to use it as indicator. Concepts are simple : Calculate moving average of High, Low, Open and Close and make candles of them Calculate ATR and derive supertrend on the moving average candles. Alerts : Bullish Crossover - When supertrend turns green Bearish Crossover - When supertrend turns red Bullish Pullback - Supertrend is green but close crossed below Moving average high Bearish Pullback - Supertrend is red but close crossed above Moving average low Original strategy is present here:
Pine Script™ indicator
by Trendoscope
3
ACD - Layers 1 & 2An implementation of layers 1 & 2 of ACD strategy of Mark Fisher, based on the book "The Logical Trader". This implementation contains: - OR lines - A lines - C lines - Daily pivot range - N days pivot range - Customizable trading session Strategy summary (This implementation): There is 3 main concepts, each of which represented as two price levels. 1) OR (Opening Range) is the range of the first bar of the day. In other words, it's just "high - low" of the first resolution (usually 15min.) bar of the day. So, OR lines (Aqua color) visualize this range for each trading session. As stated by Mark Fisher in his book, this range is meant to be a statistically significant range such that when price breaks the range in one direction, This is UNUSUAL to infiltrate it again AND break through the other side. So we can consider it as a potential enter signal (long or short). 2) A lines (Blue color) are drawn above and below OR lines with difference of 10% 0f 10 days ATR. The ATR period and the A multiplier (usually 10%) is customizable. 3) C lines (Gray color) are drawn above and below OR lines at 15% of 10 Days ATR difference. These lines help detecting AND confirming that UNUSUAL situation. These concepts form the layer 1, which you can spot potential opportunities with it. There is also two ranges to show support and resistance levels based on price action of previous days. Pivot ranges are rolling ranges that calculated and last for each day separately. They only differ in calculation period - the first one is daily (yellow color area) and the other one (red color area) is customizable, but is usually 3 or 5 days. Each range consists of two price levels, valid for the current trading session. One of theme is HL2 , and the other one is "HLC3 + abs(HLC3 - HL2 )". These two ranges, "Daily pivot range" and "N days pivot range", form the layer 2, which you can see them as two dynamic support/resistance ranges - one for daily, and the other for N days. They help filtering opportunities spotted from layer 1. There is 2 more layers in the ACD strategy, which is omitted in this free implementation.
Pine Script™ indicator
by QuantCT
32
Tiger's Stop - Objective Stoploss SettingTrading is a lot about risk management too. I created this script to help with setting and moving a proper stop-loss. It plots an area that is a result of adding and subtracting both average true range and something I call "false range". ►The Average True Range is calculated as the candle's high-low. If there is a gap, it is added to complete the result. ►My own False Range just candle bodies. It is calculated as an absolute value of (close-open). Then, Rolling Moving Average is applied on both ATR and False Range to get an idea of how far the price tends to extend out of pure randomness. The resulting value is multiplied by a Multiplier. The next step is an addition of the values to the higher part of the candle for short or a lower part of the candle for long. I prefer a special calculation instead of using Highs and Lows because it allows for more precise observation and stop-loss set up for less wicky symbols. ►►►Additional Functions • Smoothing - applies moving average to candles from which range distance is calculated. This can achieve good smoothness but higher values will lead to using outdated price in the SL area calculation. • Enable/Disable - if you know the direction you are going to trade in, it is good to disable either Long Stop-Loss Area or Short Stop-Loss Area. Just untick it in the settings. ►►►Actual Using Before using the script to set your stop-loss, check the historical data and find a similar set-up. Is it engulfing you use as a trigger? Find a different one and see how effective the stop-loss based on the ATR*multiplier was. This will help you to optimize Multiplier value. A picture shows such research for a double top. You should find more similar situations to find an optimal value. Ultimately, the indicator still gives you relatively a lot of freedom with your stop-loss settings (at least, that is with the default settings). You need to decide how loose stop-loss you want to set. Average True Range is the furthermost part which will make for a very large stop-loss, on the other hand, False Range might be triggered by a villainous wick unnecessarily. The choice should depend on the specific symbol you trade and perhaps, you will learn to set stops regardless of the indicator. A little trick : 1. You can set the loosest stop-loss and set a TradingView alert for where the tightest stop-loss would be. When alerted, you will get the opportunity to reconsider the trade and take a loss if needs be or exit if a candle closes there. 2. Mostly for cryptocurrencies, you can set the tightest stop-loss to protect yourself from sudden spikes. If the price approaches it slowly enough, you can move the stop-loss to the further part of the channel. This is not the same as moving stop-loss indefinitely with hopes of reversal if you plan it from the beginning and a smaller stop is meant to protect you from spikes that are not always predictable and drive to both directions. ►►►Advantages of trailing stop-loss I usually stick with my original stop-loss instead of moving to break even. If my entry area was functional support once, it may work again and is, therefore, still a good entry zone. But an alternative used to preserve as much of the profit as possible is trailing. Trailing is setting a specific value in ticks or a calculation of how to move the stop-loss whenever the price moves in your favor. Tiger's Stop can be used this way. Whenever there is a new value as the candle closes and that value is closer to price than your current stop-loss, you can update it. However, if it moves further from your price, don't change the stop-loss. This can be a little tiresome if you do it manually but should be worth the effort. I usually start trailing only after the price moves significantly in my favor that allowing it to return to the entry price would not make any sense. ►►►Feedback and optimization The preview chart is chosen entirely at random and the values are not optimized for any specific symbol. If you opt to use it, let me know which values work for you the best, I'll add it to the description when I update it. Furthermore, let me know if you think any sort of alerts would be useful with my script. Good luck!
Pine Script™ indicator
by OrcChieftain
4
KAMA Strategy - Kaufman's Adaptive Moving AverageThis strategy combines Kaufman's Adaptive Moving Average for entry with optional KAMA, PSAR, and Trailing ATR stops for exits. Kaufman's Adaptive Moving Average is, in my opinion, a gem among the plethora of indicators. It is underrated considering it offers a solution that intuitively makes a lot of sense. When I first read about it, it was a real 'aha!' moment. Look at the top, pink line. Notice how during trending times it follows the trend quickly and closely, but during choppy, non-trending periods, the KAMA stays absolutely flat? Interesting! To trade with it, we simply follow the direction the KAMA is pointing. Is it up? Go long. Is it down? Go short. Is it flat? Hold on. How does it manage to quickly follow real trends like a fast EMA but ignore choppy conditions that would whipsaw a fast EMA back and forth? It analyses whether recent price moves are significant relative to recent noise and then adapts the length of the EMA window accordingly. If price movement is big compared to the recent noise, the EMA window gets smaller. If price movement is relatively small or average compared to the recent noise, the EMA window gets bigger. In practice it means: The KAMA would be flat if a 20 point upwards move occurred during a period that has had, on average, regular 20 point moves BUT the KAMA would point up if a 20 point move occurred during a period that has, on average, had moves of only around 5 points. In other words, it's a slow EMA during choppy flat / quiet flat periods, and a fast EMA as soon as significant volatility occurs. Perfect! ----- The Strategy The strategy is more than just a KAMA indicator. It contains: KAMA exit (optional) ATR trailing stop loss exit (optional) PSAR stop loss exit (optional) KAMA filter for entry and exits All features are adjustable in the strategy settings The Technical Details: Check out the strategy's 'Inputs' panel. The buy and sell signals are based on the 'KAMA 1' there. KAMA 1: Length -- 14 is the default. This is the length of the window the KAMA looks back over. In this instance, it c KAMA 1: Fast KAMA Length -- 2 is the default. This is the tightest the EMA length is allowed to get. It will tend towards this length when volatility is high. KAMA 1: Slow KAMA Length -- 20 is the default. This is the biggest the EMA length is allowed to get. It will tend towards this length when volatility is low. KAMA Filter The strategy buys when the KAMA begins to point up and sells when the KAMA points down. Generally, the KAMA is very good at filtering out the noise itself - it will go flat during noisy/choppy periods. But to add another layer of safety, its author, Perry Kaufman, proposed a KAMA filter. It works by taking the standard deviation of returns over the length of the the 'KAMA 1: Length' I mentioned above and multiplying it by an 'Entry Filter' (1 by default) and 'Exit Filter' (0.5 by default). The entry condition to go long is that the KAMA is pointing up and and it moved up more than 1 x St. Dev. of Returns. The exit condition is when the KAMA is pointing down and it moved down by more than 0.5 x St. Dev. of Returns. Thanks Thanks to ChuckBanger, cheatcountry, millerrh, and racer8 for parts of the code. I was able to build upon their good work. ----- I hope this strategy is helpful to you. Do you have any thoughts, ideas, or questions? Let me know in the comments or send me a message! I'd be glad to help you out. If you need an indicator or strategy to be built or customised for you, let me know! I'll be glad to help and it'll probably be cheaper than you think!
Pine Script™ strategy
by cisl22klasjk
13
Decomposed Average True RangeThis simple script decomposes the value of the Average True Range into a bullish component and a bearish component . The script supports two plotting methods; Mirrored and Two Lines . If Mirrored is chosen, the indicator plots the bullish component as a positive number, and the bearish component as a negative number. If Two Lines is chosen, the indicator plots two lines, both of positive values. It is the same data, just visualized differently. Side note: This is very similar to how the strength (average gain) part in the Relative Strength Index calculation works. However, the RSI uses the realized range (close - previous close) rather than true range. If we were to use the bullish component of the ATR as the average bullish gain part in the RSI calculation, and the bearish component of the ATR as the average bearish gain part in the RSI calculation, we would get very similar (but not equal) results to the standard RSI. This shows how the ATR and the RSI are related to each other.
Pine Script™ indicator
by lejmer
MA, MATR, ChEx | All in One - 4CR CUPIn trade position setup, we always need to determine the market structure and manage the position sizing in a short period of decision time. Indicators such as moving average, initial stop loss and trailing stop loss are always helpful. This indicator put all these handy tools into a single toolkit, which includes the following price action and risk management indicators: MA - Moving Average MATR - Moving Average less Average True Range ChEx - Chandelier Exit This script further enhances the setting so that you can easily customize the indicators. For both the Moving Averages and the Moving Average less Average True Range , you can pick a type of moving average which suits your analysis style from a list of commonly used moving average formulations: namely, EMA , HMA , RMA, SMA and WMA , where EMA is selected as default. The Moving Average less Average True Range , MATR, is usually applied as a reference to set the initial stop loss whenever opening a new position. The abbreviation, MATR, is picked, so that this can serve as a handy reminder of a very good trading framework as elaborates as below: M – Market Structure A – Area of Value T – Trigger R – Risk Management (aka. Exit Strategy)
Pine Script™ indicator
by earnSmartAlgorithm
2