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Khoảng dao động thực tế trung bình (ATR)

Adaptive ATR Keltner Channels [Loxx]Adaptive ATR Channels are adaptive Keltner channels. ATR is calculated using a rolling signal-to-noise ratio making this indicator flex more to changes in price volatility than the fixed Keltner Channels. What is Average True Range (ATR)? The average true range (ATR) is a technical analysis indicator, introduced by market technician J. Welles Wilder Jr. in his book New Concepts in Technical Trading Systems, that measures market volatility by decomposing the entire range of an asset price for that period.1 The true range is taken as the greatest of the following: current high less the current low; the absolute value of the current high less the previous close; and the absolute value of the current low less the previous close. The ATR is then a moving average, generally using 14 days, of the true ranges. What are Keltner Channel (ATR)? Keltner Channels are volatility-based bands that are placed on either side of an asset's price and can aid in determining the direction of a trend. The Keltner channel uses the average-true range (ATR) or volatility, with breaks above or below the top and bottom barriers signaling a continuation.
Chỉ báo Pine Script®
của loxx
3
ATR Adaptive EMA [Loxx]ATR adaptive EMA is an exponential moving average with dynamic ATR-adjusted length inputs. What is Average True Range (ATR)? The average true range (ATR) is a technical analysis indicator, introduced by market technician J. Welles Wilder Jr. in his book New Concepts in Technical Trading Systems, that measures market volatility by decomposing the entire range of an asset price for that period.1 The true range is taken as the greatest of the following: current high less the current low; the absolute value of the current high less the previous close; and the absolute value of the current low less the previous close. The ATR is then a moving average, generally using 14 days, of the true ranges.
Chỉ báo Pine Script®
của loxx
3
Customizable Non-Repainting HTF MACD MFI Scalper Bot Strategy v2Customizable Non-Repainting HTF MACD MFI Scalper Bot Strategy v2 This script was originally shared by Wunderbit as a free open source script for the community to work with. This is my second published iteration of this idea. WHAT THIS SCRIPT DOES: It is intended for use on an algorithmic bot trading platform but can be used for scalping and manual trading. This strategy is based on the trend-following momentum indicator . It includes the Money Flow index as an additional point for entry. This is a new and improved version geared for lower timeframes (15-5 minutes), but can be run on larger ones as well. I am testing it live as my high frequency trader. HOW IT DOES IT: It uses a combination of MACD and MFI indicators to create entry signals. Parameters for each indicator have been surfaced for user configurability. Take profits are now trailing profits, and the stop loss is now fixed. Why? I found that the trailing stop loss with ATR in the previous version yields very good results for back tests but becomes very difficult to deploy live due to transaction fees. As you can see the average trade is a higher profit percentage than the previous version. HOW IS MY VERSION ORIGINAL: Now instead of using ATR stop loss, we have a fixed stop loss - counter intuitively to what some may believe this performs better in live trading scenarios since it gives the strategy room to move. I noticed that the ATR trailing stop was stopping out too fast and was eating away balance due to transaction fees. The take profit on the other hand is now a trailing profit with a customizable deviation. This ensures that you can have a minimum profit you want to take in order to exit. I have depracated the old ATR trailing stop as it became too confusing to have those as different options. I kept the old version for others that want to experiment with it. The source code still requires some cleanup, but its fully functional. I added in a way to show RSI values and ATR values with a checkbox so that you can use the new an improved ATR Filter (and grab the right RSI values for the RSI filter). This will help to filter out times of very low volatility where we are unlikely to find a profitable trade. Use the "Show Data" checkbox to see what the values are on the indicator pane, then use those values to gauge what you want to filter out. Both versions Delayed Signals : The script has been refactored to use a time frame drop down. The higher time frame can be run on a faster chart (recommended on one minute chart for fastest signal confirmation and relay to algotrading platform.) Repainting Issues : All indicators have been recoded to use the security function that checks to see if the current calculation is in realtime, if it is, then it uses the previous bar for calculation. If you are still experiencing repainting issues based on intended (or non intended use), please provide a report with screenshot and explanation so I can try to address. Filtering : I have added to additional filters an ABOVE EMA Filter and a BELOW RSI Filter (both can be turned on and off) Customizable Long and Close Messages : This allows someone to use the script for algorithmic trading without having to alter code. It also means you can use one indicator for all of your different alterts required for your bots. HOW TO USE IT: It is intended to be used in the 5-30 minute time frames, but you might be able to get a good configuration for higher time frames. I welcome feedback from other users on what they have found. Find a pair with high volatility (example KUCOIN:ETH3LUSDT ) - I have found it works particularly well with 3L and 3S tokens for crypto. although it the limitation is that confrigurations I have found to work typically have low R/R ratio, but very high win rate and profit factor. Ideally set one minute chart for bots, but you can use other charts for manual trading. The signal will be delayed by one bar but I have found configurations that still test well. Select a time frame in configuration for your indicator calculations. Select the strategy config for time frame (resolution). I like to use 5 and 15 minutes for scalping scenarios, but I am interested in hearing back from other community memebers. Optimize your indicator without filters : customize your settings for MACD and MFI that are profitable with your chart and selected time frame calculation. Try different Take Profits (try about 2-5%) and stop loss (try about 5-8%). See if your back test is profitable and continue to optimize. Use the Trend, RSI, ATR Filter to further refine your signals for entry. You will get less entries but you can increase your win ratio. You can use the open and close messages for a platform integration, but I choose to set mine up on the destination platform and let the platform close it. With certain platforms you cannot be sure what your entry point actually was compared to Trading View due to slippage and timing, so I let the platform decide when it is actually profitable. Limitations: this works rather well for short term, and does some good forward testing but back testing large data sets is a problem when switching from very small time frame to large time frame. For instance, finding a configuration that works on a one minute chart but then changing to a 1 hour chart means you lose some of your intra bar calclulations. There are some new features in pine script which might be able to address, this, but I have not had a chance to work on that issue.
Chiến lược Pine Script®
của MauricioZuniga
14
Customizable Non-Repainting HTF MACD MFI Scalper Bot StrategyThis script was originally shared by Wunderbit as a free open source script for the community to work with. WHAT THIS SCRIPT DOES: It is intended for use on an algorithmic bot trading platform but can be used for scalping and manual trading. This strategy is based on the trend-following momentum indicator . It includes the Money Flow index as an additional point for entry. HOW IT DOES IT: It uses a combination of MACD and MFI indicators to create entry signals. Parameters for each indicator have been surfaced for user configurability. Take profits are fixed, but stop loss uses ATR configuration to minimize losses and close profitably. HOW IS MY VERSION ORIGINAL: I started trying to deploy this script myself in my algorithmic trading but ran into some issues which I have tried to address in this version. Delayed Signals : The script has been refactored to use a time frame drop down. The higher time frame can be run on a faster chart (recommended on one minute chart for fastest signal confirmation and relay to algotrading platform.) Repainting Issues : All indicators have been recoded to use the security function that checks to see if the current calculation is in realtime, if it is, then it uses the previous bar for calculation. If you are still experiencing repainting issues based on intended (or non intended use), please provide a report with screenshot and explanation so I can try to address. Filtering : I have added to additional filters an ABOVE EMA Filter and a BELOW RSI Filter (both can be turned on and off) Customizable Long and Close Messages : This allows someone to use the script for algorithmic trading without having to alter code. It also means you can use one indicator for all of your different alterts required for your bots. HOW TO USE IT: It is intended to be used in the 5-30 minute time frames, but you might be able to get a good configuration for higher time frames. I welcome feedback from other users on what they have found. Find a pair with high volatility (example KUCOIN:ETH3LUSDT ) - I have found it works particularly well with 3L and 3S tokens for crypto. although it the limitation is that confrigurations I have found to work typically have low R/R ratio, but very high win rate and profit factor. Ideally set one minute chart for bots, but you can use other charts for manual trading. The signal will be delayed by one bar but I have found configurations that still test well. Select a time frame in configuration for your indicator calculations. Select the strategy config for time frame. I like to use 5 and 15 minutes for scalping scenarios, but I am interested in hearing back from other community memebers. Optimize your indicator without filters (trendFilter and RSI Filter) Use the TrendFilter and RSI Filter to further refine your signals for entry. You will get less entries but you can increase your win ratio. I will add screenshots and possibly a video provided that it passes community standards. Limitations: this works rather well for short term, and does some good forward testing but back testing large data sets is a problem when switching from very small time frame to large time frame. For instance, finding a configuration that works on a one minute chart but then changing to a 1 hour chart means you lose some of your intra bar calclulations. There are some new features in pine script which might be able to address, this, but I have not had a chance to work on that issue.
Chiến lược Pine Script®
của MauricioZuniga
11
Bollinger Bands + Keltner Channel Refurbished█ Goals This is an indicator that brings together Bollinger Bands and Keltner's Channels in one thing. Both are very similar, so I decided to make a merge of the best features I found out there. Here there is the possibility of choosing one of these two as needed. In addition, I added the following resources: 1. Pre-Defined intermediate bands with Fibonacci values; 2. Detachment of the bands in which the price was present; 3. Choice of Moving Average: "Simple", "Exponential", "Regularized Exponential", "Hull", "Arnaud Legoux", "Weighted Moving Average", "Least Squares Moving Average (Linear Regression)", "Volume Weighted Moving Average", "Smoothed Moving Average", "Median", "VWAP"); 4. Statistics: bars count within the bands. █ Concepts Keltner Channels vs. Bollinger Bands "These two indicators are quite similar. Keltner Channels use ATR to calculate the upper and lower bands while Bollinger Bands use standard deviation instead. The interpretation of the indicators is similar, although since the calculations are different the two indicators may provide slightly different information or trade signals." (Investopedia) Bollinger Bands (BB) "Bollinger Bands (BB) are a widely popular technical analysis instrument created by John Bollinger in the early 1980’s. Bollinger Bands consist of a band of three lines which are plotted in relation to security prices. The line in the middle is usually a Simple Moving Average (SMA) set to a period of 20 days (the type of trend line and period can be changed by the trader; however a 20 day moving average is by far the most popular). The SMA then serves as a base for the Upper and Lower Bands which are used as a way to measure volatility by observing the relationship between the Bands and price. Typically the Upper and Lower Bands are set to two standard deviations away from the SMA (The Middle Line); however the number of standard deviations can also be adjusted by the trader." (TradingView) Keltner Channels (KC) "The Keltner Channels (KC) indicator is a banded indicator similar to Bollinger Bands and Moving Average Envelopes. They consist of an Upper Envelope above a Middle Line as well as a Lower Envelope below the Middle Line. The Middle Line is a moving average of price over a user-defined time period. Either a simple moving average or an exponential moving average are typically used. The Upper and Lower Envelopes (user defined) are set a range away from the Middle Line. This can be a multiple of the daily high/low range, or more commonly a multiple of the Average True Range." (TradingView) █ Examples Bollinger Bands with 200 REMA: Keltner Channel with 200 REMA: Bollinger Bands with 55 ALMA: Keltner Channel with 55 ALMA: Bollinger Bands with 55 Least Squares Moving Average: █ Thanks - TradingView (BB, KC, ATR, MA's) - everget (Regularized Exponential Moving Average) - TimeFliesBuy ("Triple Bollinger Bands") - Rashad ("Fibonacci Bollinger Bands") - Dicargo_Beam ("Is the Bollinger Bands assumption wrong?")
Chỉ báo Pine Script®
của andre_007
23
SL and TP - ATRThis indicator is using ATR ( Average True Range ) to set the Target point and Stop loss. Use the pink number as target, always. If you are in Long position, use the green number as stop loss, so the red number is not useful in Buys. If you are in Short position, use the Red number as stop loss, so the green number is not useful in Sells. ** Need to enter the numbers in ticks --> VERY IMPORTANT: Write it completely, even the numbers after the point sign but DO NOT WRITE the point sign itself. e.g. : if the target tick on indicator is 123.75, you have to write 12375 ticks for your TP. ( one more example: If the number is 0.0001203 , write 1203 ticks. ) Enter the information of the opening candle. Most of the times, risk/reward ratio is a bit higher than 1. Works on multi timeframes. P.S: Haven't checked the weekly timeframe. Not trying to oversell the indicator, but this is perhaps the best TP/SL specifier. For beauty purposes, change (Sl @ buy) and (TP @ sell) to histograms. Histograms are only for visual purposes. Customize the indicator as you want :)) Hope you enjoy
Chỉ báo Pine Script®
của Dr_M_A
ATR with MAOVERVIEW The Average True Range Moving Average (ATRMA) is a technical indicator that gauges the amount of volatility currently present in the market, relative to the historical average volatility that was present before. It adds a moving average to the Average True Range (ATR) indicator. This indicator is extremely similar to the VOXI indicator, but instead of measuring volume, it measures volatility. Volume measures the amount of shares/lots/units/contracts exchanged per unit of time. Volatility, on the other hand, measures the range of price movement per unit of time. The purpose of this indicator is to help traders filter between non-volatile periods in the market from volatile periods in the market without introducing subjectivity. It can also help long-term investors to determine market regime using volatility without introducing subjectivity. CONCEPTS This indicator assumes that trends are more likely to start during periods of high volatility, and consolidation is more likely to persist during periods of low volatility. The indicator also assumes that the average true range (ATR) of the last 14 candles is reflective of the current volatility in the market. ATR is the average height of all the candles, where height = |high - low|. Suppose the ATR of the last 14 candles is greater than a moving average of the ATR(14) of the last 20 candles (this occurs whenever the indicator's filled region is colored BLUE). In that case, we can assume that the current volatility in the market is high. Suppose the ATR of the last 14 candles is less than the moving average of the ATR(14) of the last 20 candles (this occurs whenever the indicator's filled region is colored RED). In that case, we can assume that the current volatility in the market is low. HOW DO I READ THIS INDICATOR? If the ATR line is above the ATR MA line (indicated by the blue color), the current volatility is greater than the historical average volatility. If the ATR line is above the ATR MA line (indicated by the red color), the current volatility is less than the historical average volatility.
Chỉ báo Pine Script®
của bjr117
1
Multiple MAs + No Trend Zone + ATR WidgetThis is my first Pine Script attempt. Nothing special, just an "all in one" for the most common things I use, and what I have found to be the most common in a lot of strategies. Great for free and limited accounts as it combines 7 total indicators into one. -- First 5 indicators are Independant Moving Averages: -Each one can be set for length, as well as source and type (SMA, EMA, SMMA, WMA, VWMA) individually -- Second type (6th) of indicator is one I find extremly useful for staying OUT of consolidation trading. It's called a "No Trend Zone" indicator I swipped from the Hoffman Startegy. Basically, its set for a small deviation (0.5) of a 35 EMA, which creates a "Band" around the 35 line. When you have this "Band" flat or with no discernable incline/decline, with price action OR some or multiple moving averages inside this banded zone, it typically indicates a zone of consolidation. This will help you identify when you may be in one of those zones, that way you don't get trapped "waiting for paint to dry" before the market starts to move again with your position, and keep you from entering should you be considering the market at that time. The last indicator is my favorite, and one I will refine a little deeper soon. -- The ATR widget finishes us out. This widget can be customized for colors, turned on or off, and automatically rounds the ATR (ATR period based on the chart timeframe) to a nice readable number for what you're trading. It has settings to show or not, the length, what rounding style to use (forex pip 0.0001, forex/stock/etf/indicies 0.01) where to show it on the pane, a Multiplier Factor (for stop loss calculations automatically) and the colors. ***NOTE ABOUT ATR WIDGET: I am primarily a forex trader, so the defaults are for Forex 0.0001. If you see some odd numbers (like 55798 on a current chart), check the inputs tab on the settings, and change the "ATR Style" from "Forex 0.0001" to "Forex/Stock/ETF/Indicies 0.01", and you should arrive with the correct number.
Chỉ báo Pine Script®
của ForexStoryteller
14
Trend MasterThis is a trend aggregator for confirmation and trend signals. It basically aggregates many buy/sell signals and confirmation and by combining them provides a strong buy/sell signal or trend confirmation. The actual layout idea and trend confirmation is derived from Trend Meter and this indicator uses few other indicator, such as Chandelier Exit, WaveTrend, QQE Signals, Parabolic SAR and AlphaTrend. This indicator aggregates signal from different methods to find out more powerful and confirmed Trend and combines them into one Signal. It also uses Technical Ratings from TradingView team to filter out false signal, it tremendously opts out false signals and improve profitability. The first seven dots are these All 3 Trend Meters Now Align MACD Crossover - Fast - 8, 21, 5 RSI 13: > or < 50 RSI 5: > or < 50 MA Crossover MA Crossover Chaikin Money Flow Alphatrend Technical Ratings Then trend Chandelier Exit WaveTrend QQE Signals Parabolic Sar All 3 Trend Meters aligns and A signal from trend i Instructions Change buy/sell policy based on market trend Works on all TimeFrame but gives more accuracy on 4H, 1D. Buy when green big dot appears at the bottom. Sell when red big dot appears at the bottom. Red/green dot at the top line appears when three trend meter is aligned and this is a good confirmation. Any red/green dot below horizontal bars are trend signals. Big red/green got at the bottom appears whenever there's a good confirmation from trend meter and a buy/sell signal comes from any trend signals. Also look on the technical ratings bar, green means buy, red means sell and yellow means neutral. Look for Support or Resistance Levels for price to be attracted to. Find confluence with other indicators. The more Trend meters are lit up the better. Alert 01 Buy Signal = Strong Buy Signal 02 Sell Signal = Strong Sell Signal 03 Buy Signal = Strong Buy Signal 04 Sell Signal = Strong Sell Signal Thanks to TradingView Technical Ratings authors, evergot, Lij_MC, KivancOzbilgic for their work. This indicator was heavily inspired from their work.
Chỉ báo Pine Script®
của sadmansamee
15
Stochastic ATR Volatility OscillatorNOTES: As x, k and d use; 21-10-3 for 1 Hour candles 5-4-2 for 4 Hour candles 21-21-3 for 1 Day candles Yellow plot is the main oscillator. Orange plot, and hlines at 20, 50 and 80 can be used as signal lines. I personally use hlines as the signal in 1H as it's the best timeframe for the indicator. If you are in a long position, sell when yellow plot crosses 80 or 50 line downwards; and buy when the line crosses 20, 50 or 75 upwards while you are not in a trade.
Chỉ báo Pine Script®
của spacekadet17
Stop Loss With Average True Range (ATR)Stop Loss With Average True Range (ATR) It simplifies the calculation of stop loss price for stop loss method using the average true range (ATR). For example; You want to stop loss below 3 ATR. Let's assume the price is 100, the average true range is 5. You will multiply the average true range by 3 and subtract from the price and enter a stop loss order at the 85 price you have reached. Instead of doing this calculation every time, you just need to use this script and set the multiplier to 3. A stop loss line will be drawn below the price candles. You can set the method to be used when averaging the true range. Methods you can use to average: EMA (exponentially moving average), HMA (hull moving average), RMA (moving average used in RSI), SMA (simple moving average), SWMA (symmetrically weighted moving average), VWMA (volume-weighted moving average), WMA (weighted moving average). You can set the length to be used when averaging the true range. You can set the multiplier to be used when determining the stop loss price. Turkish Ortalama Gerçek Aralıkla (ATR) Zarar Durdurma Gerçek aralığın ortalamasını kullanarak zarar durdurma yöntemi için zarar durdurma fiyatının hesaplanmasını kolaylaştırır. Örneğin; 3 ATR kadar aşağıda zarar durdurmak istiyorsunuz. Fiyatın 100, ortalama gerçek aralığın 5 olduğunu varsayalım. Ortalama gerçek aralığı 3 ile çarparak fiyattan çıkaracaksınız ve ulaştığınız 85 fiyatına zarar durdurma emri gireceksiniz. Bu hesabı her seferinde yapmak yerine bu betiği kullanmanız ve çarpanı 3 olarak ayarlamanız yeterli. Bu sayede fiyat mumlarının altına zarar durdurma çizgisi çizilecektir. Gerçek aralığın ortalaması alınırken kullanılacak yöntemi ayarlayabilirsiniz. Ortalama almak için seçebileceğiniz yöntemler: EMA (üstel hareketli ortalama), HMA (gövde hareketli ortalama), RMA (göreceli hareketli ortalama), SMA (basit hareketli ortalama), SWMA (simetrik ağırlıklı hareketli ortalama), VWMA (hacim ağırıklı hareketli ortalama), WMA (ağırlıklı hareketli ortalama). Gerçek aralığın ortalaması alınırken kullanılacak periyot uzunluğunu ayarlayabilirsiniz. Zarar durdurma fiyatını belirlerken kullanılacak çarpanı ayarlayabilirsiniz.
Chỉ báo Pine Script®
của GormYa
ATR SL + Position Size Calculator [DoctaBot]Props to @Veryfid for his original script 'ATR Stop Loss Finder'. The concept is simple. We use the average true range to determine an appropriate stop loss distance based on recent volatility. The original script calculated the stop loss offset from the current candle's high or low. Here, I've added the option to offset stop loss from the recent local low or local high (a better way in my opinion). I have also added a feature to automatically calculate position size by either dollar amount or as a percent of your account size to suit your risk profile (percent of account at risk per trade). This calculator supports use of leverage to calculate the amount of margin required to open desired position size.
Chỉ báo Pine Script®
của DoctaBot
5
ATR BandsIn many strategies, it's quite common to use a scaled ATR to help define a stop-loss, and it's not uncommon to use it for take-profit targets as well. While it's possible to use the built-in ATR indicator and manually calculate the offset value, we felt this wasn't particularly intuitive or efficient, and could lead to the potential for miscalculations. And while there are quite a few indicators that plot ATR bands in some form or another already on TV, we could not find one that actually performed the exact way that we wanted. They all had at least one of the following gaps: The ATR offset was not configurable (usually hard-coded to be based off the high or low, while we generally prefer to use close) It would only print a single band (either the upper or lower), which would require the same indicator to be added twice The ATR scaling factor was either not configurable or only stepped in whole numbers (often time fractional factors like 1.5 yield better results) To that end, we took to making this enhanced version to meet all of the above requirements. While we were doing so, we decided to take this opportunity to also make some non-functional enhancements as well: Updated the indicator to the most recent version of Pine Updated the indicator definition to allow alternate (non-chart) timeframe usage Made the input types explicitly defined to improve consistency Updated the inputs with appropriate minimum values and step sizes where appropriate Separated settings into logical groups Added helptext to the indicator settings noting usage and common settings values Explicitly titled the on-chart plots of the ATR bands so that they can more easily be identified and referenced in other indicators/scripts, as well as the Data Window Food for thought : When looking at some of the behaviors of these ATR bands, you can see that when price first levels out, you can draw a "consolidation zone" from the first peak of the upper ATR band to the first valley of the lower ATR band that price will generally respect. Look for price to break and close outside of that zone. When that happens, price will usually (but not always) make a notable move in that direction, which can be used as either a potential trigger or as an additional confluence with other indicators/price action. Finally, while we have made what we feel are some noteworthy updates and enhancements to this indicator, and have every intention of continuing to do so as we find worthy opportunities for enhancement, credit is still due to the original author: AlexanderTeaH
Chỉ báo Pine Script®
của TheTrdFloor
16
StopLossThat indicator helps us to determine the stop loss levels or prices in terms of atr levels. It includes 4 (four) options which are 1-Don't Risk, 2-Low Risk, 3-High Risk, 4-Risk Lover their exploding rates are 1-2.4% , 2-3.9% , 3-6.7% , 4-16.7% in sort. It helps us to produce new methods to decreace our risk/reward ratio. It is ATR Trailing StopLoss indicator. The indicator is awesome in terms of comfortable. Thanks and waiting for your feedbacks.
Chỉ báo Pine Script®
của MrMagic09
4