Correlated ATR MA | AdulariHow do I use it?
Never use this indicator as standalone trading signal, it should be used as confluence.
When the price is above the moving average this shows the bullish trend is strong.
When the price is below the moving average this shows the bearish trend is strong.
When the moving average is purple, the trend is bullish, when it is gray, the trend is bearish.
Features:
Purple line for bullish trend and gray line for bearish trend.
Custom formula combining an ATR and Hull MA to clearly indicate trend strength and direction.
Unique approach to moving averages by taking the average of 3 types of MA's combined with custom ATR's.
How does it work?
1 — ATR value is calculated, then the correlation between the source and ATR is calculated.
2 — Signal value is calculated from the difference between the previous source and ATR values.
3 — Final value is being calculated using the following formula:
cor * target + (1 - cor) * nz(atr , target)
4 — Moving average is calculated by getting the average of 3 values: a normal HMA, HMA plus final value, and HMA minus final value.
ATR
Psychlogical TP Levels Indicator V 1This indicator works based on the Average True Range and Renko Charts.
The Renko charts are a perfect way to observe the market trend without noise.
From the image below, you can see that as long as the market is bullish, the Renko chart remains green, and when the market turns from bullish to bearish, the Renko chart also changes its direction. As can be seen in the image below
This indicator allows you to view the clear trend in the market.
Inside the indicator's settings, you can change the ATR Period you want. By default, it is set to 14.
Applying the indicator to charts will plot areas of two colours in a separate window. You have to pay attention to when the indicator changes its colour.
An important thing you need to understand is The psychological indicator is not a buy/sell indicator. It means you’ll not use it for opening a buy/sell trade. You’ll use it for Taking Profit levels only.
Here is how you can use the indicator to decide the take profit levels.
You can open your buy trades with any strategy you use. When you open your trade, you should pay attention to the colour or Psychological Indicator. Now, as the market goes up, you should wait for the indicator to turn from green to red, and when that happens, this will signal to close the trade.
Similarly, for short positions, you can open your sell trades with any strategy you use. When you open your trade, you should pay attention to the colour or Psychological Indicator. Now, as the market goes down, you should wait for the indicator to turn from red to green, and when that happens, this will signal to close the trade. Please check the image below.
ATR & APCAverage True Range (ATR) and Average Price Change (APC). Shows the ATR and APC as well as the TR and PC for the current bar, colour coded to indicate very large/small bars. The ATR and APC are also colour coded to reflect whether they are increasing or decreasing. Style will need to be customized.
Interactive SAR Stop-Loss [TANHEF]This indicator is "Interactive" which means some inputs can are manually added through the first click after adding the indicator to the chart (SAR Trailing Stop-loss start point).
Unlike the normal Parabolic SAR, this indicator allows for the modification of the start point of the Parabolic SAR’s first bar calculation. Normally, the Parabolic SAR automatically has a start point after the first bar of an asset’s historical price that will then switch between trailing above and below price respectively. It must be noted that due to how the first position of the Parabolic SAR is calculated, on occasion the Parabolic SAR will immediately flip on the next bar to the opposite side relative to price that it was just located. Modifying the setting “⭐Initial Interactive SAR Position Source”, then selecting either 'Clicked' or 'ATR' level as the vertical start position will prevent this. See images below for more explanation.
Why use a trailing stop-loss?
A trailing stop-loss provides an exit when price moves against you but also enables you to move the exit point further into profit when price is moving in the desired direction of a trade. The Parabolic SAR ( stop and reverse ) which is used to determine price direction as well as when price direction is changing, is very effective at functioning as a trailing stop loss.
Indicator Explanation
Initially when this indicator is added to the chart, you will be prompted to select where to begin the SAR Trailing Stop-loss.
For a long stop-loss, select below price.
For a short stop-loss, select above price.
After this indicator is placed, it can be modified via dragging or from within the settings by modifying the time and the price input. Or simply re-add the indicator to the chart. Another option is to have this Parabolic SAR begin directly on the price that was initially ‘Clicked’ or the ‘ATR’ level, which requires selecting the option in settings labeled “⭐Initial Interactive SAR Position Source”
The SAR Stop Loss plotted. Note that the calculation that occurs on this first bar of the ‘Interactive SAR’ is as if the prior bar was the oldest historical bar of the asset. Due to the SAR’s calculations, if the ‘Normal SAR’ were to also flip sides over to the position that has been manually set for the ‘Interactive SAR’, they won’t necessarily have the same result.
An optional fixed profit target can be added within the settings. This profit target will only actively be plotted when the SAR Trailing Stop-loss has not be hit yet or until the profit target has been hit.
Here shows that the profit target was hit, then later on the SAR Trailing Stop-loss was hit.
Note, trailing stop-loss will continue to be plotted until it has been hit regardless of the profit target being hit or not.
Here is an example of when the Parabolic SAR will immediately flip on the next bar to the opposite side relative to price that it was just first located. This is due to how the Parabolic SAR is calculated and will also occur with the traditional Parabolic SAR that is not interactively (manually) given a start location. To prevent this, either relocate this time in which this SAR beings or consider modifying the SAR’s (start, increment, max) settings specifically.
Here instead of using the SAR’s calculation for an initial bar, the ‘ATR’ was selected as the start point within the setting “⭐Initial Interactive SAR Position Source”.
Alerts
1. 'Check' alerts to use within indicator settings (trailing stop hit and/or profit target hit).
2. Select 'Create Alert'
3. Set the condition to 'Interactive SAR''
4. Select create.
ATR / Volatility / Leverage [JoseMetal]============
ENGLISH
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- Description:
This is a utility indicator, it prints a table with ATR for 3 custom timeframes, using the ATR of basis, it calculates volatility (%) and a recommended leverage depending on your risk settings.
I use this tool to determine the leverage for each asset and keep the same risk management for all of them.
- Visual:
It shows a table with ATR, volatility and leverage for 3 timeframes.
For each timeframe it also prints 2 periods, short and long, also customizable, so you can determine the range.
- Customization:
You can customize up to 3 different timeframes, ATR short and long length, as well as a multiplier.
There's a risk setting that you should tweak depending on your way to trade.
Everything else customizable (as usual in my scripts), colors, indicator settings etc.
- Usage and recommendations:
Default settings are my own, feel free to tweak them as you wish, i usually trade on 4H using 1-2% of my account balance per trade with low leverage, so you probably want to increase the risk setting, that's also extremely recommended if you trade forex and metals, because i trade crypto mainly.
Enjoy!
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ESPAÑOL
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- Descripción:
Este es un indicador de utilidad, muestra una tabla con ATR para 3 temporalidades personalizables, usando el ATR de base, calcula la volatilidad (%) y un apalancamiento recomendado dependiendo de tu configuración de riesgo.
Yo uso ésta herramienta para determinar el apalancamiento para cada activo y mantener la misma gestión de riesgo para todos ellos (no tiene sentido ir a 5x en BTC y 5x en ORO, por ejemplo... ésta utilidad resuelve ese problema).
- Visual:
Muestra una tabla con el ATR, la volatilidad y el apalancamiento para 3 temporalidades.
Para cada temporalidad también muestra 2 rangos de periodización, corto y largo, también personalizables, para que puedas determinar de un vistazo los rangos en los que se mueve.
- Personalización:
Puedes personalizar hasta 3 temporalidades diferentes, la longitud del ATR corto y largo, así como un multiplicador.
Hay un ajuste de riesgo que debes ajustar dependiendo de tu forma de operar.
Todo lo demás es personalizable (como es habitual en mis scripts), colores, configuración de los indicadores, etc.
- Uso y recomendaciones:
Los ajustes por defecto son los míos, siéntete libre de ajustarlos como desees, yo suelo operar en 4H utilizando el 1-2% del saldo de mi cuenta por operación con un bajo apalancamiento, por lo que probablemente quieras aumentar el ajuste de riesgo, eso también es muy recomendable si operas fórex y metales, porque yo tradeo cripto principalmente.
¡Que lo disfrutes!
Trend & atr day & calcHi!
Why for what and how in this script?
At the time of publication the script consists of three modules, it may increase in the future.
1. Bottom left corner : daytime ATR module
(idea and basis of the author's script - ???)
- The size of the daily ATR based on 14 bars;
- intraday ATR progress;
- colour indication of the progress status, for easier visual perception (green < 70%, yellow 70-90 and red over 90% of ATR)
By evaluating the progress of the daily ATR, it is possible to suggest and expedient to enter/exit/hold a trade.
2. Top right: trend module
The trend is calculated based on Bill Williams' alligator indicator
- trend status on specified timeframes for the current ticker;
- colour indication for visual perception (green - growing trend, yellow - alligator is sleeping, red - downtrend)
Do not forget that the alligator is based on moving averages with the resulting consequences.
Its purpose is to assess the state of the trend on other ticker TFs, without additional actions (switching to another screen or TF)
3. In the bottom left corner - risk and position calculator
(based on an idea of the risk calculator by @andrei.bunulu)
It helps to determine the advisability of entering the trade and also what size position to enter into the trade, within money management strategy chosen.
- The calculator works in two directions: long deal and short deal (short deal calculation is enabled by check-box in settings)
- two calculation methods:
a. based on the set stop loss % (default is 0.3%), in this mode the stop and takeout level is automatically calculated (default is 1 / 3).
b. by entering the desired price levels (entry, stop and take profit points)
To make this work correctly please do not forget to choose the type of calculation (% or price) in the settings, and the currency symbol (for visual representation in the results).
The calculator can take into account the set commissions and spreads.
When hovering over the module - tooltips are displayed.
Each module can be enabled / disabled in the settings.
The size and arrangement of the modules is made for joint use with the script - "Abnormal Bar".
/// а по-русски это так ///
Привет!
Зачем для чего и как в этом скрипте?
На момент публикации скрипт состоит из трех модулей, возможно в будущем увеличится.
1. В левом нижнем углу : модуль дневного ATR
(идея и основа скрипт автора - ???)
- размер дневной ATR на основании 14 баров;
- прогресс ATR внутри дня;
- цветовая индикация состояния прогресса, для более простого визуального восприятия (зеленый < 70%, желтый 70-90 и красный более 90% ATR)
Оценивая прогресс дневного ATR, можно предположить и целесообразности входа / выхода / удержания из сделки.
2. В правом верхнем углу: модуль тренда
Тренд рассчитывается на основе индикатора - аллигатор Билла Вильямса
- состояние тренда на указанных таймфреймах для текущего тикера;
- цветовая индикация для визуального восприятия (зеленый - растущий тренд, желтый - аллигатор спит, красный - нисходящий тренд)
Не забываем, что аллигатор построен на основе скользящих средних с вытекающими последствиями.
Назначение - оценить состояние тренда на других ТФ тикера, без дополнительных действий (переключения на другой экран или ТФ)
3. В нижнем левом углу - калькулятор рисков и позиции
(на основе идеи калькулятора аuthor: @andrei.bunulu)
Помогает определить целесообразность входа в сделку, а также каким размером позиции входить в сделку, в рамках выбранной стратегии мани менеджмента.
- калькулятор работает в два направления: длинная и короткая сделка (расчет по короткой включается в настройках чек-боксом)
- два варианта расчета:
а. на основании установленного % стоп лосса (по-умолчанию 0,3%), при этом режиме происходит автоматический расчет уровня стопа и тейка (по умолчанию 1 / 3).
b. путем ввода данных желаемых уровней цены (точки входа, стопа и тейк профита)
Для корректной работы не забываем в настройках выбирать тип расчета (% или цена), а также символ валюты (для визуального отображения в итогах).
Калькулятор может учитывать установленный размер комиссий и спреда.
При наведении на модуль - отображаются подсказки.
Каждый модуль можно включить / выключить в настройках.
Размер и расположение модулей сделано для совместного использования со скриптом - "Abnormal Bar"
Q-TrendQ-Trend is an multipurpose indicatorm that can be used for swing- and trend-trading equally on any timeframe (non-volatile markets are better for this thing).
Settings:
Trend period - used to calculate trend line in the special moments(will explain below);
ATR Multiplier - changes sensitivity. The higher the multiplier = the more sensitive it is.
Also option to smooth source data (helps get cleaner signals, as always).
How to use?
Signals are given on the chart. Also ou can use trend line as S/R line.
The idea behind:
Terms:
SRС = Source
TL = trend line;
MP = ATR multiplier;
ATR = ATR :)
TL = (highest of source P-bars back + lowest of source P-bars back) / 2
Epsilon = MP * ATR
I was thinking for a week about combining volatility and relation between highest and lowest price point. That why I called indicator Q-Trend = Quantitative Trend , as I was trying to think about price in a mathematical way.
Okay, time to go philosophical:
1) TL is shows good price trend, but as it is slow enough and not enough informative, we need add additional conditions to produce signals.
2) Okay, so what can we add as conditions? We need to take volatility into account, as it is crucial in the moments of market uncertainty. So let's use ATR (Average True Range) somehow. My idea is that if SRC breaks TL + ATR , then it means that there will be upmove and we update our TL . Analogically for SRC breaking TL - ATR (breaks are crosses of TL +- ATR lines) .
Conclusion:
- if SRC breaks TL + ATR , it is a BUY signal and update of trend line;
- if SRC breaks TL - ATR , it is a SELL signal and update of trend line;
I think that such indicator already exisits on TradingView, as I've already saw something similar, but long ago, so please don't report, if such thing already exists.
But if not, then I hope, that you will gain some profits with Q-Trend :)
I will continue my work on this thing, so stay tuned.
Trade with your own risks and have your profits!
Wish you all the best!
- Tarasenko Fyodor
ATR+ Advanced Sessions ATR for DaterangeATR+ Advanced Sessions ATR for Daterange
The ATR+ adds the following additional filters to the stock ATR indicator by Tradingview:
- Calculates the overall average ATR for a user defined daterange, optionally filtered by trading session and selected weekdays, presented as a secondary line over the standard ATR line.
- Basic ATR line, with colour highlight to indicate the selected sessions, days and timeframe being calculated by the average ATR+ line.
- Average ATR+ line indicating the average of all ATRs within the defined timeframe, optionally filtered by instances of a selected trading session and selected weekdays.
- Customisable appearance.
- The ATR+ also includes the basic ATR configuration options typically found in the standard ATR by Tradingview, including period length and smoothing type. Defaults are set to the factory standards: 14 length, RMA smoothing type.
What Is the Average True Range (ATR)?
The ATR is a technical analysis tool that measures market volatility by decomposing the entire range asset price for that period. Investopedia describes the ATR as follows:
"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.
The true range indicator 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."
For more information on the ATR and its calculations and use cases, see here:
Investopedia link here.
Tradingview link here.
Note
The indicator may time out if the number of bars being calculated is too long. If this happens, you will need to reduce the datetime range, or increase the chart timeframe in order to reduce the number of bars being calculated and the indicator will attempt to recalculate.
Interactive ATR Stop-Loss [TANHEF]This indicator is "Interactive" which means some inputs can are manually added through the first click after adding the indicator to the chart (ATR Trailing Stop-loss start point). See images below for more explanation.
Why use a trailing stop-loss?
A trailing stop-loss provides an exit when price moves against you but also enables you to move the exit point further into profit when price is moving in the desired direction of a trade. The ATR (Average True Range) which is used to measure volatility, is very effective at functioning as a trailing stop loss.
Indicator Explanation
Initially when this indicator is added to the chart, you will be prompted to select where to begin the ATR Trailing Stop-loss.
For a long stop-loss, select below price.
For a short stop-loss, select above price.
After this indicator is placed, it can be modified via dragging or from within the settings by modifying the time and the price input. Or simply re-add the indicator to the chart.
The ATR Stop Loss plotted. Note that the trailing value that is considered as the stop loss value is the value of the ATR from the prior candle. The settings for the ATR calculation can be modified within the settings.
An optional fixed profit target can be added within the settings. This profit target will only actively be plotted when the ATR Trailing Stop-loss has not be hit hit yet or until the profit target has been hit.
Here shows that the profit target was hit, then later on the ATR Trailing Stop-loss was hit.
Note, trailing stop-loss will continue to be plotted until it has been hit regardless of the profit target being hit or not.
Alerts
1. 'Check' alerts to use within indicator settings (trailing stop hit and/or profit target hit).
2. Select 'Create Alert'
3. Set the condition to 'Interactive ATR''
4. Select create.
ATR - Average True Range + Dynamic Trend w/ Signals | by Octopu$↕ ATR - Average True Range + Dynamic Trend w/ Signals | by Octopu$
What is ATR?
ATR stands for Average True Range
A Technical Analysis Indicator that measures market volatility by decomposing the range of a Security Price in a specific period.
The ATR can be used as a High Low Spectrum,
As well as a variation of a Moving Average, considering the ranges on a timeframe, generally this being 14 days.
Shorter periods can be used (will generate more signals) or longer periods for steadier trends (for fewer signals)
A ticker on a high volatility has a high ATR.
A ticker on a low volatility has a low ATR.
It is an useful resource for a trading system:
Can be used to enter or exit trades and/or also measure the daily spectrum of a stock.
Does not necessarily points price direction, but takes into account gaps and strong legs.
Can also be used as trading positions confirmation,
Rather be it for stop losses or take profits,
As well as setting trailing stops or limit orders.
This tool offers a great Risk to Reward Ratio, considering the fact you will be aware of the possible moves that an asset can perform.
This indicator should not be used as a standalone tool.
(The combination of factors relies on your own knowledge about Confluence Factors along with your Due Diligence)
This indicator is not an advice to buy or sell securities.
www.tradingview.com
SPY
ANY Ticker. ANY Timeframe.
(Used SPY 5m as Example only)
Features:
• ATR ( Average True Range )
• Range UP and DOWN
• Movement from Price Line
• Dynamic ATR
• Cross/Test Signals
• Live and Last Close
Options:
• Specific Factors Setup
• Length Customization
• Toggle On/Off
• Color PIcker
• Styling Options
Notes:
v1.0
Indicator release.
Changes and updates can come in the future for additional functionalities or per requests. Follow and Stay Tuned!
Did you like it? Please Support and Shoot me a message! I'd appreciate if you dropped by to say thanks! Thank you.
- Octopu$
🐙
Profit Bands [Loxx]Profit Bands is a supplementary indicator to be used with Loxx's backtests and combination indicators that use volatility-based take profits and stop loss. This indicator includes two types of volatility: Average True Range and True Range Double. Additional volatility sources will be added in the future. The lines painted on the screen are multiples of ATR for Take Profits and Stoploss for Long/Short positions that you can change in the settings. 3 Take Profits and 1 Stoploss is supported. You can turn on/off each UI element. Position size is determined by calculating the size of an investment where you'd lose only X% of your balance if the Stoploss is hit. You can enter your total balance available to trade and the desired % risk you'd be willing to lose at SL. Typically this number is 1-2% of total balance per trade.
Always remember to wait for bar close on a signal to and then peg this indicator to 1 bar backward to fix the price levels the then seed the exact levels you'll use for Take Profits and Stoploss. This indicator will match exactly the levels in other indicators in Loxx's scripts such as Kaleidoscope. You would overlay this script over any other script that uses volatility stops to see where to place your TPs and SL
Didi ATR HybridThis is a hybrid indicator that combines the Didi Index with the Average True Range.
It acts as both an ATR and a Confirmation indicator, based on the No-Nonsense Forex (NNFX) trade rules.
The Didi Index takes three moving averages to build a fast line (MA1 and MA2) and a slow line (MA2 and MA3). You can use it several different ways (2 lines cross, zero-cross); in this setup, we only use the slow line with the zero-cross to produce a signal (source code is set up to take advantage of the fast line - you just need to plot it yourself).
ATR is a measure of candle volatility.
The plotted value is equal to the ATR, which then gets colored based on:
Black : Didi Index is below 0 - do not enter trade
Red : Didi Index is above 1, but the previous candle closed >1x ATR - do not enter trade (too volatile)
Green : Didi Index is above 1, and the previous candle closed <1x ATR - a possible trend is confirmed and you may enter the trade (use other indicators too)
The provided chart does not look exciting - as with NNFX, I am posting it with the OANDA:EURUSD , which is one of the harder FX pairs to trade.
Abnormal bar % v.1This script helps you find abnormal bars on the charts.
An abnormal bar is a bar that is larger than the adjacent bar by at least 50 percent.
The script can search for bars on any time frame.
The search for an abnormal bar, is possible in two ways:
- on the absolute value, for example - all that is higher than 0.5% is considered an abnormal bar, on different timeframes it is necessary to change the percentage values;
- on the basis of the ATR, in my opinion it is a more objective result.
In the settings available:
- choice of color to display percentages on the screen;
- choice of calculation method;
- Selecting the value - what is considered an abnormal bar.
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Данный скрипт помогает найти на графиках аномальные бары.
Аномальный бар - это бар который, больше рядом стоящего бара как минимум на 50 процентов.
Скрипт может искать бары на любом тайм-фрейма.
Поиск аномального бара, возможен в двух вариантах:
- по абсолютному значению, например - всё что выше 0.5%, считается аномальным баром, на разных тайм-фреймах нужно менять значения процентов;
- на основание ATR, на мой взгляд это более объективный результат.
В настройках доступно:
- выбор цвета для отображения процентов на экране;
- выбор способа поиска;
- выбор значения - что считаем аномальным баром.
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Higher Time Frame Average True RangesPurpose: This script will help an options trader asses risk and determine good entry and exit strategies
Background Information: The true range is the greatest of: current high minus the current low; the absolute value of the current high minus the previous close; and the absolute value of the current low minus the previous close. The Average True Range (ATR) is a 14-day moving average of the true range. Traders use the ATR indicator to assess volatility in stocks and decide when to enter and exit trades. It is important to note the limitations of using True Range and ATR: These indications cannot tell you the direction of your options trade (call vs. put) and they cannot tell you whether a particular trend is about to reverse. However, it can be used to assess if volatility has peaked for a particular direction and time period.
How this script works: This indicator calculates true range for the daily (DTR), weekly (WTR), and monthly (MTR) time frames and compares it to the Average True Range (ATR) for each of those time frames (DATR, WATR, and MATR). The comparison is displayed into a colored table in the upper right-hand corner of the screen. When a daily, weekly, or monthly true range reaches 80% of its respective ATR, the row for that time frame will turn Orange indicating medium risk for staying in the trade. If the true range goes above 100% of the respective ATR, then the row will turn Red indicating high risk for staying in the trade. When the row for a time period turns red, volatility for the time period has likely peaked and traders should heavily consider taking profits. It is important to note these calculations start at different times for each time frame: Daily (Today’s Open), Weekly (Monday’s Open), Monthly (First of the Month’s Open). This means if it’s the 15th of the month then the Monthly True Range is being calculated for the trading days in the first half of the month (approximately 10 trade days).
The script also plots three sets of horizontal dotted lines to visually represent the ATR for each time period. Each set is generated by adding and subtracting the daily, weekly, and monthly ATRs from that time periods open price. For example, the weekly ATR is added and subtracted from Mondays open price to visually represent the true range for that week. The DATR is represented by red lines, the WATR is represented by the green lines, and the MATR is represented by the blue lines. These plots could also be used to assess risk as well.
How to use this script: Use the table to assess risk and determine potential exit strategies (Green=Low Risk, Orange=Medium Risk, Red=High Risk. Use the dotted lines to speculate what a stock’s price could be in a given time period (Daily=Red, Weekly=Green, and Monthly=Blue). And don’t forget the true range’s calculation and plots starts at the beginning of each time period!
Position size in dollar cost average strategySTATIC DCA
Using the tradingview.com, an algorithm was generated that simulates the behavior of the DCA methodology. This algorithm simulates the purchase of 1000 USD on the 15th of each month, regardless of the bitcoin price. It is considered a static DCA, since the amount to be invested remains always fixed.
The inputs to the function are, the day number of the month in which the purchase is to be made, the start date of the simulation and the capital to be invested month by month. What the function does is to receive the value of the investment, and if the day entered in the function coincides with the current day, it will divide the invested capital by the price of the asset, obtaining a position size that accumulates in each purchase. With this data we can obtain the total invested capital, the net profit, as well as the average buying price.
DYNAMIC DCA
The dynamic DCA, bases its operation on the use of moving averages and standard deviations, in order to find the zones where the price has a lower value than the deviation under the mean. This condition can be considered as an accumulation zone.
The data were obtained in a one-week time window, using the security request method. Since purchases are made one every month, the daily time window generates many false signals, while the one-month time window generates few signals. The analysis is performed on data from 52 weeks equivalent to one year.
Subsequently we created an algorithm based on the ATR, for the selection of the position size, the fundamental characteristic of this development is that the algorithm will not invest the total of the capital destined to month to month. The amount of money to be invested will vary between 0 and 100%, in discrete values defined by the mean and standard deviation in the ATR calculation. Uninvested money will accumulate until the asset price enters the accumulation zone, where this capital will be released and used to accumulate as much of the asset as possible.
The function developed for the dynamic DCA receives the same inputs as the previous function, plus an extra condition and the variable resulting from the calculation of the position size.
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ANALYSIS
In the analysis, we will consider ratios, such as cumulative position size, percentage net profit, invested amount and average buying price. The simulation of the results starts on 12/18/2017. For the analysis in all charts, the red line will represent the static DCA ratios, while the blue line will represent the dynamic DCA ratios.
Amount invested
At the end of this backtesting, the quantity invested is the same for each of the cases, however, the way the money enters the market is different. Money enters steadily and in the same amount in the static DCA, while in the dynamic DCA, there are months in which no purchases are made, or partial purchases are made. The remaining capital that accumulates and flows into the market, when bitcoin reaches its lowest price and enters accumulation zones.
Accumulated position size
It can be noted that the dynamic DCA strategy obtains a better result, accumulating a total of 6.62 bitcoins, 18% higher than the static DCA strategy.
Percentage net profit
The static DCA strategy in the last rally was approximately 40% lower in percentage return on invested capital than the dynamic DCA strategy.
Average buying price
In the initial part of the simulation the average buying price of bitcoin using the static DCA strategy was lower, however, as time went on, the dynamic DCA strategy obtained a better average buying price, with 15% cheaper.
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CONCLUSIONS
The dynamic DCA strategy was more efficient in the use of investment resources.
- One of the main advantages of the dynamic DCA strategy is that it will allow us to enter the spot market even after it has passed its parabolic growth cycle. We will be able to accumulate bitcoin in the bearish regime, having our largest purchases in the accumulation zone.
- Due to these characteristics, the time in which we stay in negative returns is going to be shorter than with a DCA strategy.
- This algorithm can be tested on different assets, extrapolated to Python and by connecting via API, you can configure the automatic purchase of cryptocurrencies, which generates an accumulation of assets based on back testing, relatively superior to what several wallets and exchanges offer.
- The parameters for configuring the dynamic DCA strategy are quite basic and do not require professional knowledge, and the optimal configuration can be obtained by visualizing the results.
Attrition Scalper v2.0Green/Red Arrowed Buy/Sell signals are just simple buy sell signals based on SuperTrend, VWAP, Bollinger, Linear Regression
Purple Arrowed Buy/Sell Signals happen when the price/candle cross over or under the yellow outer lines (4.236 fib lines) It's extremely rare and hard for price to stay above these lines therefore we can usually and comfortably buy/sell it, a key information here though when price pumps or dumps super fast and hard to the point of crossing these borders, the trend might also be extremely strong and continous so even if the price temporarily goes back inside the borders as the lines expand over time price can continue riding or crossing these lines back again and continue the uptrend/downtrend, therefore crossing these outer borders doesn't necessarilly and always mean a reversal is due.
When analyzing the instrument you're trading the important factors for support/resistance areas are usually the outer lines like i said previously it's super hard for price to be outside these and will almost always get back inside quickly. The Middle thicker green/red line which is Variable Index Dynamic Average should also be a nice pivot line for major support and resistance . All the other lines are also important dynamic support/resistance lines.
Their Importance Order
1- Outer Yellow Line (4.236 Fibs)
2- Thicker Middle Green/Red Line (VIDYA)
3- Thinner Upper/Lower Green/Red Line (VIDYA +3, VIDYA -3)
4- The Rest Of The Lines (Fib Lines)
You can use this indicator in any market condition in any market to determine key support/resistance levels, use it for mean reversion through price expanding to outside of the most outer line therefore being overbought/oversold basically using the purple buy/sell signals or only follow the normal buy/sell signals or use it in confluence with each other. You can also use this indicator in confluence with your own manual technical analysis or other indicators/strategies you are already using and are comfortable with.
A good part is the support/resistance lines from timeframe to timeframe pictures the whole situation quite well, you can use lower timeframe to find your entry/exit positions and higher timeframe to find your key support/resistance points, they all should be somewhat in confluence from timeframe to timeframe anyways. My recommendation would be to look at 1HR, 4HR and 1D charts for swing trading and 5-15 Min for quick scalping/day trading
You should still probably at least take a look to higher timeframes so that you don't get burned when you realize there is a huge resistance line at price XXXXX on the 4 hour chart but you're expecting it to go above it on the 5 minute chart, it can go above it temporarily but we analyze everything on a closing basis so it most likely won't close above it. Again don't take a position or FOMO when price breaks a support/resistance line, we're looking for a CLOSE above/below them and a retest to see if S/R flip happened would even be better.
Sometimes the most outer line won't be the 4.236 (Yellow) lines as when it gets quite volatile the Thinner Upper/Lower Green/Red Lines (VIDYA +3, VIDYA-3) might cross them to be the most outer line, in this case i have observed that the trend is extremely strong this time price almost always doesn't go above or below the VIDYA line but can stay outside of the Yellow 4.236 Fib line for an extended amount of time (price will still get back inside the channel relatively quickly, just not as fast as the normal condition)
With Proper Risk Management and Discipline this indicator can be of great use to you as it's surprisingly successful especially at mean reversion and pointing out the support/resistance lines, they are so much more successful than your average MA/EMA lines.
WilliamTrendFollower StrategyThis strategy is based on signals from the WilliamTrendFollower indicator.
You can optimize the parameters of this strategy as you wish. I hope you get the most accurate result.
About WilliamTrendFollower:
With this indicator, we try to catch the trends in price. With continued use of this indicator, we expect it to eventually escape horizontal positions and catch up with continuous trends.
Combined with the WilliamsR indicator and the exponential moving average indicator.
The WilliamsR Fisher Transforms are combined with the ATR indicator to create a line that lags behind the moving average value.
Since it is a tracking indicator, we created a line that is more connected to the price and itself.
In this way, a curve close to the price line is obtained in uptrends and downtrends.
In this indicator, if you choose the parameters correctly, you can easily bypass the horizontal positions. This gives you a safe visualization of support and resistance points as well.
From the settings of these indicators, you can set the multiplier and the exponential moving average period.
It works in all time intervals.
But it was calculated without volume , instead it was created using fisher transforms, moving averages, and the average true range .
Auto SuperTrend+Based upon SuperTrend+ , this variation measures the volatility in order to determine the range of the trend.
Notes:
Upward volatility is measured separately from downward.
WMA is used for averaging to provide a recency bias.
Changing time-frames should display similar results as the settings are based upon time and not bars.
WilliamTrendFollowerWith this indicator, we try to catch the trends in price. With continued use of this indicator, we expect it to eventually escape horizontal positions and catch up with continuous trends.
Combined with the WilliamsR indicator and the exponential moving average indicator.
The WilliamsR Fisher Transforms are combined with the ATR indicator to create a line that lags behind the moving average value.
Since it is a tracking indicator, we created a line that is more connected to the price and itself.
In this way, a curve close to the price line is obtained in uptrends and downtrends.
In this indicator, if you choose the parameters correctly, you can easily bypass the horizontal positions. This gives you a safe visualization of support and resistance points as well.
With this tracker, you can generate Buy and Sell signals and you can see them on the chart.
From the settings of these indicators, you can set the multiplier and the exponential moving average period.
It works in all time intervals.
But it was calculated without volume , instead it was created using fisher transforms, moving averages, and the average true range .
You can set an alarm for Buy and Sell orders.
You can see the processing entry and exit areas in a straight line.
The Fisher Transform indicator is an oscillator that helps identify trend reversals and can be applied to any financial instrument. J.F. Created by Ehlers
VolATRThis is my VolATR indicator. It fires Buy and Sell signals based on Volume and the ATR. Its pretty good at catching reversals and I like to use it to scalp the SPY . It doesn't provide tons of signals but the signals that it does are usually pretty accurate.
Golden SlopeGolden Slope is an ATR based trend tool that mixes KNN machine learning to allow you to confirm your entry and exits, which can give out significantly more accurate signals.
Flag and rectangle signals are machine learning signals, they confirm an entry and exit position. You can use entry and exit signals alone but it's more accurate to confirm with machine learning signals. The idea is to either see a machine learning signal first and confirm it by Golden Slope entry or the other way around.
PS. Watch out if candle starts hitting the golden belly (or the yellow area after an entry signal is given because it can indicate a reversal before machine learning or the golden slope itself catch it, but these events happen rarely.
True Average Period Traded RangeTrue Average Period Trading Range (TAPTR)
The J. Welles Wilder Average True Range calculation includes the ability to calculate in gaps into the equation.
It is in my opinion that gaps are untraded range values until the prices on their own come back and close the gaps.
The TAPTR calculation is simple, it is the average for a set period of time of the HIGH - LOW.
The ATR average calculation is automatically set based on the timeframe period you are looking at.
12 Months (1 year) = 10 (1 decade)
Months = 12 (1 year)
Weeks = 12 (1 business quarter)
Days = 21 (1 trading month)
4 Hour = 9 (5 trading days)
1 Hour = 33 (5 trading days)
45 minutes = 9 (1 trading day)
30 minutes = 14 (1 trading day)
15 minutes = 28 (1 trading day)
10 minutes = 42 (1 trading day)
5 minutes = 85 (1 trading day)
1 minute = 420 (1 trading day)
default value = 21 (if using a timeframe not described above)
The "master trend" as being a 21 SMA.
The colored columns represent the actual range value for that time period.
Description of values from left to right.
1) Actual Trade Range Value for the time period you are viewing
2) % of price (in decimal, you need multiply by 100 to get the true percent)
3) Average Traded Range
4) % of price
5) .618 of Average Traded Range
6) % of price
7) Mean of #3 and #5
8) % of price
The % of price is displayed in its calculated form. You need to multiple the value by 100 if you want the actual percent.
Example: Displayed Value: 0.0246 = 2.46%
Why calculated form only? If the ranges are .72 and the % of price is 2.32 the indicator looks all jacked up like a redneck's pick-up.
However, if it is .0232, everything is to scale.
Why is % of price helpful?
If you are trading and are aware that average period traded range is 5%, you now have an idea of an average return if you could catch from low to high (or short high to low).
Bar Colors
RED is greater than 4.2x TAPTR
ORANGE is greater than 2.618x TAPTR but less than RED
YELLOW is greater than 1.618x TAPTR but less than ORANGE
GREEN is greater than .618x TAPTR but less than YELLOW
BLUE is less than GREEN
The colors of the bars represent how far from the Master Trend (21 SMA) the close is.
This is determined by taking the difference between the close and the 21 SMA and dividing by the current TAPTR.
EXAMPLE:
IF you have a RED bar, the close is greater than 4.2 TAPTRs away from the 21 SMA. This means that either prices will stall and remain flat until
the SMA comes to the prices or turn and return to the SMA.
If prices are greater than 4.2 TAPTR, that also represents that it is greater than 4 or more time periods from the mean if the return traded within the averages.
Buying & Selling PressureBuying and selling pressure is a volatility indicator which denotes the balance between buyers and sellers inside candlestick.
You set the length to average it just like ATR. But This offers further break down of participants of the market.
Pretty much at any condition of the market the indicator can filter out interesting details to make trading decisions faster or confirm them.
So keep it simple we have two lines
🟢 Green → buying pressure
🔴 Red → selling pressure
If green is rising → Price most likely will grow
If green is rising and red is falling → Price will grow at higher probability
If red is rising → Price most likely will fall
If red is rising and green is falling → Price will fall at higher probability
When they both grow or fall → wait till one of them goes opposite way.
╳ Crossings can indicate turning points for bigger price swings.
Technically by very act of intersecting means that Buying and Selling Pressure are equal.
Can be used for Demand/Supply analysis and evaluate the support/resistance levels.
