Powertrend - Volume Range Filter Strategy [wbburgin]The Powertrend is a range filter that is based off of volume, instead of price. This helps the range filter capture trends more accurately than a price-based range filter, because the range filter will update itself from changes in volume instead of changes in price. In certain scenarios this means that the Powertrend will be more profitable than a normal range filter.
Essentials of the Strategy
This is a breakout strategy which works best on trending assets with high volume and liquidity. It should be used on middle to higher timeframes and can be used on all assets that have volume provided by the data source (stocks, crypto, forex). It is long-only as of now. It can work on lower timeframes if you optimize the strategy filters to make less trades or if your exchange/broker is low/no fees, provided that your exchange/broker has high liquidity and volume.
The strategy enters a long position if the range filter is trending upwards and the price crosses over the upper range band, which signifies a price-volume breakout. The strategy closes the long position if the range filter is trending downwards and the price crosses under the lower range band, which signifies a breakdown. Both these conditions can be altered by the three filter options in the settings. The default trend filter is not alterable because it helps prevent false entries and exits that are against the trend.
Settings
The Length setting is the lookback period for the range smoothing.
The ADX Filter setting enables you to turn on an ADX filter, which will halt entries and exits unless the ADX of your customizable length is above a ADX VWMA of that length.
The Range Supertrend setting creates a supertrend from the top and bottom ranges, which can be used to filter entries and exits. The length is customizable. The filter can show you whether the range is making higher highs and lower lows. Below is an example of the Range Supertrend being used as a filter and plotted on-chart:
The VWMA setting halts entries if they are below a customizable length VWMA.
Both the Range Supertrend and the VWMA can also be plotted separately without actually filtering the strategy, so that you can use them independently if you wish. You can turn off the bar color, the highlighting, and the labels if you wish in the settings. A note about the bar color: if the color changes but the strategy does not signal an exit or entry this means that the crossover was against the trend. In these circumstances it may be indicative of a pullback to enter or exit or to add onto your position.
About the Strategy Results Below
A range filter is normally composed of two components - the range filter itself and a smoothing function. In the development of this script I tested both normal and volume-based varieties of the range filter and the smoothing function:
Tests Performed
Volume-based Range x VWMA smoothing
Price-based Range x VWMA smoothing
Price-based Range x EMA smoothing
Volume-based Range x EMA smoothing (final result)
The highest-performing was a volume-based range filter and a normal EMA-based smoothing function, but that does not mean that this strategy will be profitable - exits are based off of signal reversion so I strongly encourage you to develop your own take profits/stop losses for the strategy if you think it may be a good fit for you. The results below are with a commission value of 0.05% (because I built the strategy first for equities), slippage of 3, so if your exchange/broker has a higher fee schedule, I recommend adding filters and/or moving to higher timeframes for the strategy. Additionally, I used 10% of equity in each trade, while using the Range Supertrend filter (the previous upload was unrealistic because it used 100% of equity - missed a 0, apologies, and added in slippage).
Cari dalam skrip untuk "profitable"
[SMT] Buy & Sell Renko Based - AlertsThis is a custom indicator that implements a trading strategy based on Renko charts, but they can be used on regular candlestick charts and on any time frame. Renko charts are known for filtering market noise and displaying price movements in a clearer way. However, it is important to note that this indicator is provided for educational and informational purposes only and is not a guarantee of profitable returns.
Features:
- The indicator uses Renko charts to generate buy and sell signals.
- Renko bricks are built based on a predefined price variation, rather than time.
- The length of the Average True Range (ATR) used to calculate Renko bricks can be customized.
- Buy signals are generated when the price crosses below the current Renko brick.
- Sell signals are generated when the price crosses above the current Renko brick.
- Entry points are marked with "Buy" and "Sell" arrows on the chart.
It is essential to emphasize that no indicator or trading strategy guarantees profitable results. The financial market is complex and subject to unpredictable changes. It is recommended to perform additional tests and analysis before using this indicator on a real trading account.
Always remember to manage your risks properly and consider other factors such as fundamental analysis and market conditions when making trading decisions. The use of this indicator is entirely the user's responsibility.
DISCLAIMER: This indicator is not financial advice and should not be interpreted as such. Always consult with a qualified financial professional before making any investment decisions.
[SMT] Buy & Sell Renko Based - StrategyThis is a custom indicator that implements a trading strategy based on Renko charts, but they can be used on regular candlestick charts and on any time frame. Renko charts are known for filtering market noise and displaying price movements in a clearer way. However, it is important to note that this indicator is provided for educational and informational purposes only and is not a guarantee of profitable returns.
Features:
- The indicator uses Renko charts to generate buy and sell signals.
- Renko bricks are built based on a predefined price variation, rather than time.
- The length of the Average True Range (ATR) used to calculate Renko bricks can be customized.
- Buy signals are generated when the price crosses below the current Renko brick.
- Sell signals are generated when the price crosses above the current Renko brick.
- Entry points are marked with "Buy" and "Sell" arrows on the chart.
It is essential to emphasize that no indicator or trading strategy guarantees profitable results. The financial market is complex and subject to unpredictable changes. It is recommended to perform additional tests and analysis before using this indicator on a real trading account.
Always remember to manage your risks properly and consider other factors such as fundamental analysis and market conditions when making trading decisions. The use of this indicator is entirely the user's responsibility.
DISCLAIMER: This indicator is not financial advice and should not be interpreted as such. Always consult with a qualified financial professional before making any investment decisions.
Strategy Template + Performance & Returns table + ExtrasA script I've been working on since summer 2022. A template for any strategy so you just have to write or paste the code and go straight into risk management settings
Features:
>Signal only Longs/only Shorts/Both
>Leverage system
>Proper fees calculation (even with leverage on)
>Different Stop Loss systems: Simple percentage, 4 different "move to Break Even" systems and Scaling SL after each TP order (read the disclaimer at the bottom regarding this and the TV % profitable metric)
>2 Take Profit systems: Simple percentages, or Risk/reward ratios based on SL level
>Additional option on TP so last one "rides free" until closure of position or Stoploss is hit (for more than 1 orders)
>Up to 5 TP orders
>Show or hide SL/TP levels on demand
>2 date filters. Manual filter is nothing new, enter two dates/hours and filter will turn on. BUT automatic filter is another thing (thanks to user @bfr_ for his help in codingthis feature)
>AUTOMATIC DATE FILTER. Allows you to split all historical data on the chart in X periods, then choose the range of periods used. Up to 10 but that can be changed, instructions included. Useful for WalkForward simulations, haven't seen a script in TradingView that allows you to do this and test your strategy on "unseen data" automatically
EXTRA SETTINGS
Besides, some additions I like to add to my codes:
>Returns table for monthly and weekly performance. Requires recalculation on every tick. This is a modified version of @QuantNomad's work. May add lower TF options later on
>Volume Based S/R system. Original work from @shtcoinr
>One feature that was made by me, the "portfolio table". Yields info and metrics of your strategy, current position and balance. You're able to turn it off and change its size
Should anyone find an error, or have any idea on how to improve this code, please contact me. Future updates could come, stay tuned
DISCLAIMER:
In order to have accurate StopLoss hit, I had to change the previous system, which was a "close position on candle close" instead at actual stoploss level. It was fixed, but resulted on inflation of the number of trading orders, thus reducing the percent profitable and making it strongly biased and unreal. Keep that in mind, that "real" profitability could be 2x or 3x the metric TradingView says. If your strategy has a really high trading frequency, resulting in 3000+ orders, might be a problem. Try to make use of the automatic/manual date filter as workaround, I have no means of changing this, seems it is not a bug but an intended design of the PineScript Code
MTF Diagonally Layered RSI - 1 minute Bitcoin Bot [wbburgin]This is a NON-REPAINTING multi-timeframe RSI strategy (long-only) that enters a trade only when two higher timeframes are oversold. I wrote it on BTC/USD for 1min, but the logic should work on other assets as well. It is diagonally layered to be profitable for when the asset is in a downtrend.
Diagonal layering refers to entry and exit conditions spread across different timeframes. Normally, indicators can become unprofitable because in downtrends, the overbought zones of the current timeframe are not reached. Rather, the overbought zones of the faster timeframes are reached first, and then a selloff occurs. Diagonally-layered strategies mitigate this by selling diagonally, that is, selling once the faster timeframe reaches overbought and buying once the slower timeframe reaches oversold.
Thus this strategy is diagonally layered down . I may create a separate script that alternates between diagonal-up and diagonal-down based off of overall trend, as in extended trend periods up this indicator may not flash as frequently. This can be visualized in a time series x timeframe chart as an "X" shape. Something to consider...
Let me know if you like this strategy. Feel free to alter the pyramiding entries, initial capital, and entry size, as well as commission regime. My strategies are designed to maximize average profit instead of flashing super frequently, as the fees will eat you up. Additionally, at the time of publication, all of my strategy scripts are intended to have profitable Sharpe and Sortino ratios.
Timeframes, RSI period, and oversold/overbought bounds are configurable.
GAVAD - Selling after a Strong MovimentThis strategy search for a moment whe the market make two candles are consistently strong, and open a Sell, searching the imediactly correction, on the new candle. It`s easy to see the bars on the histogram graph. Purple Bars represent the candle variation. when on candle cross ove the Signal line the graph plot an Yellow ci, if the second bar crossover the signal a green circle is ploted and the operation start on start of the next candle.
This strategy can be used in a lot of Stocks and other graphs. many times we need a small time of graph, maybe 1 or 5 minutes because the gain shoud be planned to a midle of the second candle. You need look the stocks you will use.
Stocks > 100 dolars isnt great, markets extremly volatly not too. but, Stocks that have a consistently development are very interisting. Look to markets searching maybe 0.5% or 1%.
For this moment, I make the development of a Brasilian Real x American Dollar. In 15 Minutes.
if you use in small timeframe the results can be better.
On this time we make more than 500 trades with a small lot of contracts, without a big percent profitable, but a small profit in each operation, maybe you search more than. To present a real trading system I insert a spreed to present a correct view of the results.
Each stock, Index, or crypto there is a specific configuration?
my suggestion for new stocks
You need choice a stock and using the setup search set over than 70% gain (percent profitable), using a 1% of gain and loss between 1-2%
as the exemple (WDO)
default I prepare a Brazilian Index
6-signal (6% is variation of a candle of the last candle)
10000- multiplicator (its important to configure diferences betwen a stock and an Indice)
gain 3 (this proportion will be set looking you target, how I say, 1% can be good)
loss 8 (this proportion will be set with you bankroll management, how I say, maybe 2%, you need evaluate)
for maximize operations I use in the 1 or 5 minute graph. Timeframes more large make slowlly results,
(but not unable that you use in a 1 hour or a 1 day.)
I make this script by zero. Maybe the code doesnt so organized, but is very easy to understand. If you have any doubts . leave a comment.
I hope help you.
[Sniper] SSL Hybrid + QQE MOD + Waddah Attar StrategyHi. I’m DuDu95.
**********************************************************************************
This is the script for the series called "Sniper".
*** What is "Sniper" Series? ***
"Sniper" series is the project that I’m going to start.
In "Sniper" Series, I’m going to "snipe and shoot" the youtuber’s strategy: to find out whether the youtuber’s video about strategy is "true or false".
Specifically, I’m going to do the things below.
1. Implement "Youtuber’s strategy" into pinescript code.
2. Then I will "backtest" and prove whether "the strategy really works" in the specific ticker (e.g. BTCUSDT) for the specific timeframe (e.g. 5m).
3. Based on the backtest result, I will rate and judge whether the youtube video is "true" or "false", and then rate the validity, reliability, robustness, of the strategy. (like a lie detector)
*** What is the purpose of this series? ***
1. To notify whether the strategy really works for the people who watched the youtube video.
2. To find and build my own scalping / day trading strategy that really works.
**********************************************************************************
*** Strategy Description ***
This strategy is from "SSL QQE MOD 5MIN SCALPING STRATEGY" by youtuber "Daily Investments".
"Daily Investments" claimed that this strategy will make you some money from 100 trades in any ticker in 5 minute timeframe.
### Entry Logic
1. Long Entry Logic
- close > SSL Hybrid Baseline.
- QQE MOD should turn into blue color.
- Waddah Attar Explosion indicator must be green.
2. Short Entry Logic
- close < SSL Hybrid Baseline
- QQE MOD should turn into red color.
- Waddah Attar Explosion indicator must be red.
### Exit Logic
1. Long Exit Logic
- When QQE MOD turn into red color.
2. Short Entry Logic
- When QQE MOD turn into blue color.
### StopLoss
1. Can Choose Stop Loss Type: Percent, ATR, Previous Low / High.
2. Can Chosse inputs of each Stop Loss Type.
### Take Profit
1. Can set Risk Reward Ratio for Take Profit.
- To simplify backtest, I erased all other options except RR Ratio.
- You can add Take Profit Logic by adding options in the code.
2. Can set Take Profit Quantity.
### Risk Manangement
1. Can choose whether to use Risk Manangement Logic.
- This controls the Quantity of the Entry.
- e.g. If you want to take 3% risk per trade and stop loss price is 6% below the long entry price,
then 50% of your equity will be used for trade.
2. Can choose How much risk you would take per trade.
### Plot
1. Added Labels to check the data of entry / exit positions.
2. Changed and Added color different from the original one. (green: #02732A, red: #D92332, yellow: #F2E313)
3. SSL Hybrid Baseline is by default drawn on the chart.
4. If you check EMA filter, EMA would be drawn on the chart.
5. Should add QQE MOD and Waddah Attar Explosion indicator manually if you want to see QQE MOD.
**********************************************************************************
*** Rating: True or False?
### Rating:
→ 1.5 / 5 (0 = Trash, 1 = Bad, 2 = Not Good, 3 = Good, 4 = Great, 5 = Excellent)
### True or False?
→ False
→ Doesn't Work on 5 minute timeframe. Also, it doesn't work on crypto.
### Better Option?
→ Use this for Day trading or Swing Trading, not for Scalping. (Bigger Timeframe)
→ Although the result was bad at 5 minute timeframe, it was profitable in 1h, 2h, 4h, 8h, 1d timeframe.
→ BTC, ETH was ok.
→ The result was better when I use EMA filter (only on longer timeframe).
### Robust?
→ So So. Although result was bad in short timeframe (e.g. 30m 15m 5m), backtest result was "consistently" profitable on longer timeframe.
→ Also, MDD was not that bad under risk management option on.
**********************************************************************************
*** Conclusion?
→ Don't use this on short timeframe.
→ Better use on longer timeframe with filter, stoploss and risk management.
Close v Open Moving Averages Strategy (Variable) [divonn1994]This is a simple moving average based strategy that works well with a few different coin pairings. It takes the moving average 'opening' price and plots it, then takes the moving average 'closing' price and plots it, and then decides to enter a 'long' position or exit it based on whether the two lines have crossed each other. The reasoning is that it 'enters' a position when the average closing price is increasing. This could indicate upwards momentum in prices in the future. It then exits the position when the average closing price is decreasing. This could indicate downwards momentum in prices in the future. This is only speculative, though, but sometimes it can be a very good indicator/strategy to predict future action.
What I've found is that there are a lot of coins that respond very well when the appropriate combination of: 1) type of moving average is chosen (EMA, SMA, RMA, WMA or VWMA) & 2) number of previous bars averaged (typically 10 - 250 bars) are chosen.
Depending on the coin.. each combination of MA and Number of Bars averaged can have completely different levels of success.
Example of Usage:
An example would be that the VWMA works well for BTCUSD (BitStamp), but it has different successfulness based on the time frame. For the 12 hour bar timeframe, with the 66 bar average with the VWMA I found the most success. The next best successful combo I've found is for the 1 Day bar timeframe with the 35 bar average with the VWMA.. They both have a moving average that records about a month, but each have a different successfulness. Below are a few pair combos I think are noticeable because of the net profit, but there are also have a lot of potential coins with different combos:
It's interesting to see the strategy tester change as you change the settings. The below pairs are just some of the most interesting examples I've found, but there might be other combos I haven't even tried on different coin pairs..
Some strategy settings:
BTCUSD (BitStamp) 12 Hr Timeframe : 66 bars, VWMA=> 10,387x net profit
BTCUSD (BitStamp) 1 Day Timeframe : 35 bars, VWMA=> 7,805x net profit
BNBUSD (Binance) 12 Hr Timeframe : 27 bars, VWMA => 15,484x net profit
ETHUSD (BitStamp) 16 Hr Timeframe : 60 bars, SMA => 5,498x net profit
XRPUSD (BitStamp) 16 Hr Timeframe : 33 bars, SMA => 10,178x net profit
I only chose these coin/combos because of their insane net profit factors. There are far more coins with lower net profits but more reliable trade histories.
Also, usually when I want to see which of these strategies might work for a coin pairing I will check between the different Moving Average types, for example the EMA or the SMA, then I also check between the moving average lengths (the number of bars calculated) to see which is most profitable over time.
Features:
-You can choose your preferred moving average: SMA, EMA, WMA, RMA & VWMA.
-You can also adjust the previous number of calculated bars for each moving average.
-I made the background color Green when you're currently in a long position and Red when not. I made it so you can see when you'd be actively in a trade or not. The Red and Green background colors can be toggled on/off in order to see other indicators more clearly overlayed in the chart, or if you prefer a cleaner look on your charts.
-I also have a plot of the Open moving average and Close moving average together. The Opening moving average is Purple, the Closing moving average is White. White on top is a sign of a potential upswing and purple on top is a sign of a potential downswing. I've made this also able to be toggled on/off.
Please, comment interesting pairs below that you've found for everyone :) thank you!
I will post more pairs with my favorite settings as well. I'll also be considering the quality of the trades.. for example: net profit, total trades, percent profitable, profit factor, trade window and max drawdown.
*if anyone can figure out how to change the date range, I woul really appreciate the help. It confuses me -_- *
Rob Booker - ADX Breakout updated to pinescript V5Rob Booker - ADX Breakout. The strategy remains unchanged but the code has been updated to pinescript V5. This enables compatibility with all new Tradingview features. Additonally, indicators have been made more easily visible, default cash settings as well as input descriptions have been added.
Rob Booker - ADX Breakout: (Directly taken from the official Tradingview V1 version of the script)
Definition
Rob Booker’s Average Directional Index (ADX) Breakout is a trend strength indicator that affirms the belief that trading in the direction of a trend and continuing to follow its pull is more profitable for traders, while simultaneously reducing risk.
History
ADX was traditionally used and developed to determine a price’s trend strength. It is commonly known as a tool from the arsenal of Rob Booker, experienced entrepreneur and currency trader.
Calculations
Calculations for the ADX Breakout indicator are based on a moving average of price range expansion over a specific period of time. By default, the setting rests at 14 bars, this however is not mandatory, as other periods are routinely used for analysis as well.
Takeaways
The ADX line is used to measure and determine the strength of a trend, and so the direction of this line and its interpretation are crucial in a trader’s analysis. As the ADX line rises, a trend increases in strength and price moves in the trend’s direction. Similarly, if the ADX line is falling, a trend decreases in strength and price then enters a period of consolidation, or retracement.
Traditionally, the ADX is plotted on the chart as a single line that consists of values that range from 0-100. The line is non-directional, meaning that it always measures trend strength regardless of the position of a price’s trend (up or down). Essentially, ADX quantifies trend strength by presenting in both uptrends and downtrends of the line.
What to look for
The values associated with the ADX line help traders determine the most profitable trades and where risk lies in the current trend. It is important to know how to quantify trend strength and distinguish between the varying values in order to understand the differences in trending vs. non-trending conditions. Let’s take a look at ADX values and what they mean for trend strength.
ADX Value:
0-25: Signifies an absent of weak trend
25-50: Signifies a strong trend
50-75: Signifies a very strong trend
75-100: Signifies an extremely strong trend
To delve into this a bit further, let’s assess the meaning of ADX if it is valued below 25. If the ADX line remains below 25 for more than 30 or so bars, price then enters range conditions, making price patterns more distinguishable and visible to traders. Price will move up and down between resistance and support in order to determine selling and buying interest and may then eventually break out into a trend or pattern.
The way in which ADX peaks, ebs, and flows is also a signifier of its overall pattern and trend momentum. The line can clearly indicate to the trader when trend strength is strong versus when it is weak. When ADX peaks are pictured as higher, it points towards an increase in trend momentum. If ADX peaks are pictured as lower - you guessed it - it points towards a decrease in trend momentum. A trend of lower ADX peaks could be a warning for traders to watch prices and manage and assess risk before a trade gets out of hand. Similarly, whenever there is a sudden move that seems out of place or a change in trend character that goes against what you’ve seen before, this should be a clear sign to watch prices and assess risk.
Summary
The ADX Breakout indicator is a trend strength indicator that analyzes price movements relative to trend strength to signal a user when is best for a trade and when is best to manage risk and assess patterns. As long as a trader recognizes strong trends and assesses the risk of each trade properly, they should have no problem using this indicator and utilizing it to work in their favor. In addition, the ADX helps identify trending conditions, but while doing so, also aids traders in finding strong trends to trade. The indicator can even alert traders to specific changes in trend momentum, allowing them to be primed for risk management.
LONG SAZB $This strategy combines the use of:
-The MTF EMA to detect trends.
-The MACD to create Long and Short Buy signals.
-The ATR for setting Stop Losses and Take Profits.
This works well with many different crypto and fiat pairs, but it must be optimized for the certain behavior of the currency pair. Its optimal use is strong trends, not so profitable when sideways.
This strategy was developed with the 5-minute Bitcoin / TetherUS Perpetual futures for Binance (Crypto trading platform).
This is the first version, updates will come.
MTF EMA
The MTF EMA (Multi-TimeFrame Exponential Moving Average ) is a great indicator to see the overall trend of an asset, you can see the status of a moving average for all timeframes on one chart.
Normally when you check a moving average of the price it's on some specific timeframe. The MTF EMA allows you to see moving average status for all timeframes in a single place. You can simplify your visual representation and know if an asset or a pair is overall bullish or bearish , with this improving your entry and exit signal decisions.
This strategy uses the 1 hour and 15 min EMA with different values. Experimenting with these is important to understand the currency pairs.
Up trend:
Price (source) > 1h MTF and 1h MTF < 15m MTF
Down trend:
Price (source) < 1h MTF and 1h MTF > 15m MTF
MACD
Using MACD (Moving Average Convergence Divergence) as a reference, the strategy identifies when the MACD line crosses over (a factor in a buy signal) and under (a factor in a Sell signal) the Signal line. This shows a shift in positive (cross over) and negative (cross under) of a security.
This strategy uses values of 12 on the Fast MA, 26 on the Slow MA, and 9 in the Signal Line MA.
The optional ribbon is for a more visual representation of the MACD .
The MACD and Signal line have the option to have a crossover limit to cancel buy signals depending on the value they crossed at according to the 0 line of the MACD . This is to avoid fake signals.
ATR TP/SL
Using ATR to define the stop loss and take profit is that it should allow you to set them at a realistic distance from price. Simply put, a pair experiencing a high level of volatility has a higher ATR, and a low volatility stock has a lower ATR.
The indicator does not indicate the price direction; rather it is used primarily to measure volatility caused by gaps and limit up or down moves. All this is used to allow the Stop Loss “breathing space” so trades don't get unnecessarily stopped, and allow the Take Profit to be at a more realistic, flexible, and profitable price.
This strategy uses different values for Longs and Shorts depending on the market behavior, optionally analyzes swing lows and highs according to the value of the candle lookback and sets the ATR depending on them, they must be tested to optimum. Also the ATR has a multiplicator to find the most efficient price levels.
Trade Setup
Shorts and Longs can be turned OFF and ON.
There is an optional maximum % loss for trades, the trade is closed when the high-low average of a candle is over this %.
Longs
This strategy indicates a Long Buy signal when these conditions are met:
- Uptrend signal from MTF EMA .
- MACD Crossover of Signal ( MACD > Signal) while being under the MACD crossover limit.
A Long exit signal is indicated when:
- Price crosses over the ATR Take Profit limit.
- Price crosses under the ATR Stop Loss limit.
- Price crosses under optional max % long loss.
Shorts
This strategy indicates a Long Buy signal when these conditions are met:
- Downtrend signal from MTF EMA .
- Signal Crossover of MACD ( MACD < Signal) while being over the MACD crossover limit.
A Short exit signal is indicated when:
- Price crosses under the ATR Take Profit limit.
- Price crosses over the ATR Stop Loss limit.
- Price crosses over optional max % short loss.
Disclaimer
1. I am not a licensed financial advisor or broker dealer. I do not tell you when or what to buy or sell. I developed this software which enables you to execute manual or automated trades multiple trades using TradingView. The software allows you to set the criteria you want for entering and exiting trades.
2. Do not trade with money you cannot afford to lose.
3. I do not guarantee consistent profits or that anyone can make money with no effort. I am not selling the holy grail.
4. Every system can have winning and losing streaks.
5. Money management plays a large role in the results of your trading. For example: lot size, account size, broker leverage, and broker margin call rules all have an effect on results. Also, your Take Profit and Stop Loss settings for individual pair trades and for overall account equity have a major impact on results. If you are new to trading and do not understand these items, then I recommend you seek education materials to further your knowledge.
**YOU NEED TO FIND AND USE THE TRADING SYSTEM THAT WORKS BEST FOR YOU AND YOUR TRADING TOLERANCE.**
**I HAVE PROVIDED NOTHING MORE THAN A TOOL WITH OPTIONS FOR YOU TO TRADE WITH THIS PROGRAM ON TRADINGVIEW.**
I am 100 % open to suggestions to improve the script.
If you encounter any problems or would like to see the script, share them with me at "steven17zmuda@gmail.com".
Items in this description text may not be written directly by me, but may be taken from education sites.
Magnifying Glass (LTF Candles) by SiddWolf█ OVERVIEW
This indicator displays The Lower TimeFrame Candles in current chart, Like Zooming in on the Candle to see it's Lower TimeFrame Structure. It plots intrabar OHLC data inside a Label along with the volume structure of LTF candle in an eloquent format.
█ QUICK GUIDE
Just apply it to the chart, Hover the mouse on the Label and ta-da you have a Lower Timeframe OHLC candles on your screen. Move the indicator to the top and shrink it all the way up, because all the useful data is inside the label.
Inside the label: The OHLC ltf candles are pretty straightforward. Volume strength of ltf candles is shown at bottom and Volume Profile on the left. Read the Details below for more information.
In the settings, you will find the option to change the UI and can play around with Lower TimeFrame Settings.
█ DETAILS
First of all, I would like to thank the @TradingView team for providing the function to get access to the lower timeframe data. It is because of them that this magical indicator came into existence.
Magnifying Glass indicator displays a Candle's Lower TimeFrame data in Higher timeframe chart. It displays the LTF candles inside a label. It also shows the Volume structure of the lower timeframe candles. Range percentage shown at the bottom is the percentage change between high and low of the current timeframe candle. LTF candle's timeframe is also shown at the bottom on the label.
This indicator is gonna be most useful to the price action traders, which is like every profitable trader.
How this indicator works:
I didn't find any better way to display ltf candles other than labels. Labels are not build for such a complex behaviour, it's a workaround to display this important information.
It gets the lower timeframe information of the candle and uses emojis to display information. The area that is shown, is the range of the current timeframe candle. Range is a difference between high and low of the candle. Range percentage is also shown at the bottom in the label.
I've divided the range area into 20 parts because there are limitation to display data in the labels. Then the code checks out, in what area does the ltf candle body or wick lies, then displays the information using emojis.
The code uses matrix elements for each block and relies heavily on string manipulation. But what I've found most difficult, is managing to fit everything correctly and beautifully so that the view doesn't break.
Volume Structure:
Strength of the Lower TimeFrame Candles is shown at the bottom inside the label. The Higher Volume is shown with the dark shade color and Lower Volume is shown with the light shade. The volume of candles are also ranked, with 1 being the highest volume, so you can see which candle have the maximum to minimum volume. This is pretty important to make a price action analysis of the lower timeframe candles.
Inside the label on the left side you will see the volume profile. As the volume on the bottom shows the strength of each ltf candles, Volume profile on the left shows strength in a particular zone. The Darker the color, the higher the volume in the zone. The Highest volume on the left represents Point of Control (Volume Profile POC) of the candle.
Lower TimeFrame Settings:
There is a limitation for the lowest timeframe you can show for a chart, because there is only so much data you can fit inside a label. A label can show upto 20 blocks of emojis (candle blocks) per row. Magnifying Glass utilizes this behaviour of labels. 16 blocks are used to display ltf candles, 1 for volume profile and two for Open and Close Highlighter.
So for any chart timeframe, ltf candles can be 16th part of htf candle. So 4 hours chart can show as low as 15 minutes of ltf data. I didn't provide the open settings for changing the lower timeframe, as it would give errors in a lot of ways. You can change the timeframe for each chart time from the settings provided.
Limitations:
Like I mentioned earlier, this indicator is a workaround to display ltf candles inside a label. This indicator does not work well on smaller screens. So if you are not able to see the label, zoom out on your browser a bit. Move the indicator to either top or bottom of all indicators and shrink it's space because all details are inside the label.
█ How I use MAGNIFYING GLASS:
This indicator provides you an edge, on top of your existing trading strategy. How you use Magnifying Glass is entirely dependent on your strategy.
I use this indicator to get a broad picture, before getting into a trade. For example I see a Doji or Engulfing or any other famous candlestick pattern on important levels, I hover the mouse on Magnifying Glass, to look for the price action the ltf candles have been through, to make that pattern. I also use it with my "Wick Pressure" indicator, to check price action at wick zones. Whenever I see price touching important supply and demand zones, I check last few candles to read chart like a beautiful price action story.
Also volume is pretty important too. This is what makes Magnifying Glass even better than actual lower timeframe candles. The increasing volume along with up/down trend price shows upward/downward momentum. The sudden burst (peak) in the volume suggests volume climax.
Volume profile on the left can be interpreted as the strength/weakness zones inside a candle. The low volume in a price zone suggests weakness and High volume suggests strength. The Highest volume on the left act as POC for that candle.
Before making any trade, I read the structure of last three or four candles to get the complete price action picture.
█ Conclusion
Magnifying Glass is a well crafted indicator that can be used to track lower timeframe price action. This indicator gives you an edge with the Multi Timeframe Analysis, which I believe is the most important aspect of profitable trading.
~ @SiddWolf
MA cross strategyI created an sma (10/30) strategy.
The script is under construction and can be changed, since i'm looking for a more profitable strategy.
If you have ideas to make it more profitable, please comment.
It is possible to change everything to your own needs.
MilleMachineHello traders,
I hereby present to you the second stage of my journey to finding a reliable, profitable trading strategy.
The "Millemachine" is based on the "Millebot", my previous published strategy. This means the backbone of the strategy is still the same: a trend following system. Instead of using a fixed TP and SL, a trailing stoploss is now used. To limit the losses when the trend weakens, the trailing stoploss automatically gets smaller, as it is based on the ATR.
A new utility is you can now easily switch between indicators on which the decision making is based. This allows the user to discover which indicators work best for entry, long/short switching and stoploss configuration.
The strategy has been proven to be very profitable in trending markets, but can suffer losses during ranging market. To make the system more robust, the strategy cannot solely rely on a trending system. Other systems must be added.
I believe that a good trading bot must consist of more than 4 different strategies, based on different systems. This is what I am currently working on.
My goal for publishing this strategy is to help other traders build their own. In my journey I found it difficult to find a good strategy that employs a decent risk management, which is truly essential for having good, consistent results. Also, a realistic commission needs to be defined to have a realistic performance prediction. This weighs on the profitability and therefore is often set at 0 by authors of other strategies, which I find misleading.
If you have found this strategy informative or useful, please leave a comment.
Greetings Michael
Zlema Strateg Long 5mJust putting this out there.
I created this Strategy based on Everget Zlema.
Opens long trade when Zlema changes color.
It is profitable as it is, but just putting it out to the community to see if someone else has ideas to make it better.
How to make this strategy better?
1. FInd a way to filter ranging bad trades.
2. Trades would be more profitable if entry point had an entry on the candle the zlema changes color.
3. I had to put TP 5 limit, but the optimal would be when the zlema changes color back to red (if ranging trades can we filtered that is).
In any case, just putting it out there, hope it is useful for someone, and I am open to suggestions.
Price Difference At ExpirationThe general idea:
When selling short options it is important to enter trades with a high probability of expiring Out Of The Money (OTM). Short options have limited upside and unlimited downside and so it is crucial to get both the direction and magnitude correct before entering a trade. However, this can be tricky to do reliably and so it's also a good idea to write options with a strike price far enough away from the underlying's price so that if you are directionally wrong, there's still a good chance of making a profitable trade.
But how far from the current price is far enough for a given underlying? How much is too much?
This indicator seeks to help short options traders answer these questions.
This script is fairly simple and is meant to work only on a daily chart. The basic idea is to show "if I had entered a trade with X days till expiration and a $Y strike, would the actual price change in the underlying have threatened my position before the option expired?"
To answer this question we take the closing price of each day and compare it with the closing price X number of days prior. If the current day closed higher than the day X days prior (Option entry), then we draw a positive bar with the value of the price change. Conversely, if the current day closed lower than the day X days prior we draw a negative bar with the value of the price change. For each bar we draw, we compare it with a given "max range" or "buffer". This buffer is how far OTM with which you are seeking to enter your options trade. If the actual price difference between the theoretical start and end of your trade is greater than the buffer you specified, the bar is drawn in red. Otherwise, if the total price change is safely within the buffer you built into your trade, the bar is drawn in gray.
Obviously, if you are really good at picking the direction of the underlying, the buffer you build into your options contract doesn't matter, you get a profitable trade no matter what! Good job, and please share your charts with me! However, for those of use a bit less clairvoyant, this indicator seeks to help options traders get a sense for whether or not their contracts have enough wiggle room to account for the price moving against them unexpectedly. This indicator gives you the ability to adjust expiration and buffer and get a sense for how well that configuration would have done historically if you had taken each contract to expiration. The assumption being: if it worked really well in the past, then it might work well for this trade. Obviously, past performance doesn't guarantee future results. Just because a particular buffer has worked well in the past doesn't mean that it will work now. Please trade at your own risk. This is just meant to help give a better sense of scale by offering historical comparisons. You can think of this as a rudimentary live backtesting tool.
How to use:
First, add the indicator to your chart and select an underlying. The example chart shown above is for RUT. In the example, I am interested in knowing whether a $200 buffer within 10DTE trades is sufficient to produce a likely winning trade even if I'm wrong about the direction of the underlying. To do this I push the settings button of the indicator and type in 10 for "Interval (days)" and 200 for "Buffer". Next I select only "Monday", "Wednesday", and "Friday" from the expiration checkboxes; leaving "Tuesday" and "Thursday" unchecked. This is because RUT has 3 expirations per week unlike most others that have just one per week (Friday). If you are looking at weekly options you should just check "Friday".
How to interpret the chart:
- Gray bars are your friends. Gray bars mean that if you had entered into a trade with the given DTE and buffer and you happen to be wrong about the direction (it happens to us all!), you would have still ended up with a winning trade. Good Job!
- Red bars indicate possible trouble. This means that your option would have likely been exercised if held till expiration given the amount of buffer you built into the contract. You might have needed to close for a loss or roll or take assignment.
How this can help:
I find it useful to adjust the DTE and buffer when I am going to enter a trade. It helps me see whether a similar trade has historically been resilient to lapses in directional judgement or not. If I'm really confident in the direction, then this won't be so useful. I could then sell closer to the money and feel like I have a winning position. But if there is less certainty and I want to dial back my risk, then this indicator helps me find the right risk/reward with regard to picking expirations and strikes.
The Witcher [30MIN] - AlertsHello,
This is the Witcher Bot
This bot is got best performance at BTCUSDTPERP BINANCE FUTURES
this is bot for leverage 1x,
I tried focusing at highest % profitable trades, bot could be optimalised to even higher profit net.
TP: 1.1
SL: 8.2
Stop-loss unfortunelly have to be high to avoid bear/bull traps
The core of this strategy is trend strenght ( MONEY FLOW INDKES)
Strategy can only open position on strong price movment, to avoid wrong decision
Settings are set for highest profitable trades %
Bot using 10 indicators to trigger basic condtition for long and short :
1) ADX - Is one of the most powerful and accurate trend indicators. ADX measures how strong a trend is, and can give valuable information on whether there is a potential trading opportunity.
2) RSI - value helps strategy to stop trade in right time. When RSI is overbought strategy don't open new longs , also when RSI is oversold strategy don't open new shorts
3) TREND STRENGHT
4) JURIK MOVING AVERAGE - The Jurik Moving Average indicator is one of the surest ways to smoothen price curves within a minimum time lag. The indicator offers currency traders one of the best price filters during strong price moves. In this time, when bitcoin price action is so strong, this indicator is necessary.
5) SAR - The parabolic SAR is a technical indicator used to determine the price direction of an asset, as well as draw attention to when the price direction is changing. SAR supporting bot, to not open new trades when the trends are slowly changing
6) TREND INDICATOR
7) MOMENTUM - Indicator istechnical analysis tool used to determine the strength or weakness of a stock's price. Momentum measures the rate of the rise or fall of stock prices. Common momentum indicators include the relative strength index ( RSI ) and moving average convergence divergence ( MACD ).
8) OBV - On-balance volume (OBV) is a technical trading momentum indicator that uses volume flow to predict changes in stock price.
9) FAST MA - like previous ones this is for better view of trends, and correctly define the trends, also Speed_MA are using for predict the future price action.
10) RANGE FILTER - this indicator is for the better view of trends, define trends, that is important for every bull/bear traps which helps a lot becouse of the very variable trends.
I decided to add momentum indicator to strategy, to make a fast-reacting decision on lower timeframes at extremly price volatility
Also bot got additional EMA scalping option, which increase profit net but, in some situation, that could be risky.
For max security I recommend to turn off this option.
Commision are set at standard binancefutures VIP-0 = 0.04%
After converting strategy into study version, bot is ready for automation.
All the ploting color depends of adx value.
Strategy are not Repainting
For the source code I tried to keep as clean as I could
Enjoy
SVDThis indicator aims to compare between two charts if trader isn't sure which one is more active and powerful, it does NOT show entries or help your chart analysis directly.
The main features of this indicator is to show vitality and range of any given chart.
Volatility: it calculates the average profit of every swing in the range and the final result will be the chart volatility, which indicate how profitable this chart is.
Range: it calculates the profit of the whole range compared to the total price. (E.g. range bottom is 0.1 and range top is 0.2 the range will be 100%)
Extra: indicator shows the total direction of the chart in term of (STRONG UPTREND, UPTREND, SIDEWAYS, DOWNTREND, STRONG DOWNTREND), if you got (Somthing_wrong) please contact me.
How to use: apply the indicator on different charts that you have chosen and the higher (volatility & range) the more profitable the chart is.
inputs:
Lookback length: how long the range is (how many candles are included).
How intense should the Swing be: how many candles should be counted as a confirmation complete swing.
Show counted Swings: if checked as true, will show the swings counted in the volatility calculation.
For any notes on the indicator to be edited, or for another indicator ideas please comment.
Permabull Profit RatioCumulative profit/loss of market bulls.
Price is only half the story - volume is just as important. This indicator combines both to calculate the ratio of profitable longs to losing longs.
Presumably the banks like to reset this to negative territory now and then (eg March 2020) - which is always a great time to buy. Right now we see a modern record of profitable longs - probably not the best entry, but not an indicator of imminent doom. However it does mean that the "fall will be great" when it comes.
Price is only half the story - volume is just as important. This indicator combines both to calculate the cumulative profit/loss of market bulls.
Data Trader Stoch | RSI | MACD Strategy IndicatorImplementation of Data Trader's strategy, described in the youtube video, "Highly Profitable Stochastic + RSI + MACD Trading Strategy (Proven 100x)"
Also see Algovibes' video, "Highly Profitable Stochastic + RSI + MACD Trading Strategy? Testing Data Traders strategy in Python"
Note: Despite the claims, it generates barely, if any, signals, certainly in the crypto markets
If there are any mistakes, give feedback in the comments, and I'll fix
### Strategy Summary ###
# Long Signals #
Stoch K and D are oversold
RSI above midline
MACD above signal line
# Short Signals #
Stoch K and D are overbought
RSI below midline
MACD below signal line
# Stop loss and Take Profit #
Stop loss
Longs: below last swing low
Shorts: above last swing high
Take profit at 1.5x stop loss
Pivot Target (5m Futures)I am new to both Futures Trading and Pivots. Looking for shorter-term profitable opportunities, I have investigated the use of pivots from a higher timeframe. All the work of this script is performed using two lines. It calculates the pivot from the previous 2-hour bar and draws this pivot line on the 5-minute timeframe. Many many times, the price will reach back to this pivot point - sometimes fairly quickly within the same horizontal pivot line and sometimes farther out (4-hours to 6-hours, or within the next few days). Price tends to reach the level around ninety percent of the time, making for plenty of short-term trading opportunities.
I get the best results when I see the price rise or fall from the pivot, along with a second indicator indicating a possible reversal (my favorite is Divergence for Many Indicators v4 by LonesomeTheBlue . Who knew divergence (both regular and hidden) was so common and useful for finding probable reversals? If I find the price above or below the pivot line with a second signal, I'll place a buy or sell within that same 2-hour window the price tends to return back to the higher timeframe pivot for a nice profit very quickly. Other times it does take a little longer to return with only a small percentage of time not returning within a reasonable amount of time, or very unusually, not at all. The image above shows a number of profitable trading opportunities using a combination of the Pivot Target and LonesomeTheBlue's Divergence for Many Indicators v4. You can further limit risk by only taking trades that are in the same direction of the overall trend, possibly confirmed on a higher timeframe.
This script will only be visible on the 5-minute timeframe the way it is written right now. I wouldn't suggest shorter or longer timeframes unless some editing is done by you. It doesn't seem to work as well with stocks, but is best on Futures due to the wave-like natures of the futures market. Trade safe, trade with the trend, use stops and limits appropriately and stay safe.
[CP]Pivot Boss Candlestick Scanner - No Repainting This indicator is based on the high probability candlestick patterns described in the ’Secrets of a Pivot Boss’ book.
The indicator does not suffer from repainting.
I have kept this indicator open source, so that you can take this indicator and design a complete trading system around it.
Although the patterns have some statistical edge in the markets, blindly using them as Buy/Sell Indicators will certainly result in a heavy loss.
I like some of these setups more than others, and I have listed them in the order of my likeness.
The first one I like the most, the last one, I like the least.
The patterns are universal and work well in both intraday, daily and even larger timeframes.
Signals in the example charts are manually marked by,
Hammer - profitable short signal
Rocket - profitable long signal
X - unprofitable long or short signal
GENERAL USER INPUTS:
These settings exist as the indicator uses ‘Labels’ to mark the patterns and Pine Script limits a maximum of 500 labels on a chart.
If you want to go back in the past and check how the indicator was doing, set the Start and End dates both and check the ’Use the date range above to mark the Candlestick Setups?’ option.
EXTREME REVERSAL SETUP:
This is by far my favorite setup in the lot. Classic Mean Reversion setup.
The logic, as explained in the book, goes like this,
1. The first bar of the pattern is about two times larger than the average size of the candles in the lookback period.
2. The body of the first bar of the pattern should encompass more than 50 percent of the bar’s total range, but usually not more than 85 percent.
3. The second bar of the pattern opposes the first.
The setup works extremely well in high beta stocks like Vedanta VEDL.
Feel free to play with the settings in order to better align this pattern with your favorite stock.
Check out the examples below,
No indicator is perfect, failed patterns are marked with an X.
OUTSIDE REVERSAL SETUP:
My second favorite setup, it is quite good at catching intraday trends.
Here’s the logic,
1. The engulfing bar of a bullish outside reversal setup has a low that is below the prior bar’s low and a close that is above the prior bar’s high. Reverse the conditions for bearish outside reversal.
2. The engulfing bar is usually 5 to 25 percent larger than the size of the average bar in the lookback period.
Settings for this pattern simply reflect these conditions. Feel free to modify them as you wish.
The pattern is pretty powerful and will sometimes help you catch literally all the highs and lows of the market, as shown in the examples of Vedanta VEDL and RELIANCE stocks below.
As usual, this pattern is not PERFECT either.
DOJI REVERSAL SETUP:
Doji candles signify market indecision and this pattern tries to profit off these market conditions.
Logic:
1. The open and close price of the doji should fall within 10 percent of each other, as measured by the total range of the candlestick.
2. For a bullish doji, the high of the doji candlestick should be below the ten-period simple moving average. Vice-versa for bearish.
3. For a bullish doji setup, one of the two bars following the doji must close above the high of the doji. Vice-versa for bearish.
Feel free to modify the settings and optimize according to the stock you are trading.
Don't optimize too much :)
This pattern works brilliantly well on larger intraday timeframes, like 15m/30m/60m.
This pattern also has a higher propensity to give false indications than the two described above.
Doji reversal typically helps to catch larger trend reversals. Check out the examples below from RELIANCE and NIFTY charts,
Note that the RELIANCE chart below is the same as shown for the Outside Reversal Setup above, notice the confluence of Outside
Reversal and Doji Reversal on the 31st August.
Confluence of patterns usually increases the probability of success.
RELIANCE 15m Chart - Pattern can catch nice trends on higher timeframes
NIFTY 15m Chart
WICK REVERSAL SETUP:
This pattern tries to capture candlesticks with large wick sizes, as they often indicate trend reversal when coupled with significant support and resistance levels.
Logic:
1. The body is used to determine the size of the reversal wick. A wick that is between 2.5 to 3.5 times larger than the size of the body is ideal.
2. For a bullish reversal wick to exist, the close of the bar should fall within the top 35 percent of the overall range of the candle.
3. For a bearish reversal wick to exist, the close of the bar should fall within the bottom 35 percent of the overall range of the candle.
This pattern must always be coupled with important support resistance levels, else there will be a lot of false signals.
The chart below is the same NIFTY chart as above with the Wick Reversal candles marked as well.
You can see that there are a lot of false signals, but the price also indicates ’pausing’ at important levels by printing a wick reversal setup.
You can use this information to your advantage when riding a trend.
FINAL WORDS:
Settings for various patterns simply reflect the logic described.
You will probably need to tweak and optimize the pattern settings for the stock that you are trading.
Higher Beta/Higher Volatility stocks are a great choice for these patterns.
Using these patterns at critical support and resistance levels will result in dramatically high accuracy.
Be creative and try to develop a proper system around this indicator, with rules for position sizing, stop loss etc.
You do not have to trade all the patterns. Even trading just one pattern with a proper system is good enough.
DO NOT USE THIS INDICATOR AS A BUY/SELL SYSTEM, YOU WILL LOSE MONEY.
Feel free to drop any feedback in the comments section below, or if you have any unique candlestick patterns that you would like me to code.
Binary Option Strategy Tester with MartingaleIn Binary options, strategy testing is a bit different. The script is just a try to test Binary options strategies.
Assumption:
We are opening position at next candle after signal come
We are taking the position at opening price
Our call will be profitable if we get a green candle and put will be profitable if we get a red candle
We can open only one trade at a time. So if we are in trade, subsequent signals will be ignored.
The script is not counting your profit or loss, it just counting the winning and losing trades.
Input Options:
Choose long only or short only test. Default is both.
You can continue your trade with Martingale Level, up to 5. Default is 1 (no Martingale)
You can choose Martingale trade type
SAME: if call subsequent trade will be call only and vice versa
OPPOSITE: if call subsequent trade will be put
FOLLOW CANDLE COLOR: Subsequent trade will follow previous candle color
OPPOSITE CANDLE COLOR: Subsequent trade will opposite of previous candle color
You can choose trading session to test. Default is false.
The strategy is taken from Vdub Binary Options SniperVX v1 (by @vdubus) . I have deleted extra parts and kept only the necessary part.
Without Martingale
Result Table
With Martingale
I am very new to Pine script, so waiting for your comments and review.
Price Moving Average Ratio & PercentileIntroducing the Price Moving Average Ratio & Percentile indicator
A simple indicator which calculates :
The ratio between a chosen source price and a user defined moving average ( PMAR ) or
The percentile of the ratio between the chosen source price and a user defined moving average over an adjustable lookback period ( PMARP )
It then displays either the PMAR or PMARP as a line plot with optional user defined signal moving average.
It also plots an optional Visual Alert Level line and background signal bars.
Indicator Settings
Main Properties :
Source Price .. choice of price values or external value from another indicator ( default )
Line Plot Type .. choice between PMAR or PMARP ( default PMAR )
Price Moving Average Ratio Settings :
PMAR Length ..The time period to be used in calculating the Moving Average for the Price Moving Average Ratio and the PMAR component of the PMARP. ( default )
PMAR Type ..The type of Moving Average which creates the MA for the Price Moving Average Ratio and the PMAR component of the PMARP. ( default )
Price Moving Average Ratio Percentile Settings :
PMARP Lookback .. The lookback period to be used in calculating the Price Moving Average Ratio Percentile.
Line Plot Color Settings :
Gives a choice between a user defined solid color, and a choice of "Blue Green Red", or "Blue Red" spectrum palettes.
Signal Moving Average Settings :
Signal MA Length ..The time period to be used in calculating the Signal Moving Average for the Line Plot ( default )
Signal MA Type ..The type of Moving Average which creates the Signal Moving Average for the Line Plot ( default )
Signal Moving Average Color Settings :
Gives a choice between a user defined solid color, and a choice of "Blue Green Red", or "Blue Red" spectrum palettes.
Visual Alert Level Settings :
Alert level .. Level which activates the background signal bars ( default )
Typical Use case for the Price Moving Average Ratio
Traders and Technical Analysts will typically use the PMAR as an accumulation signal generator.
To do this....
Set a level below 1 where it has been historically profitable to accumulate the asset in question on the chosen timeframe.
Typical Use case for the Price Moving Average Ratio Percentile
Traders and Technical Analysts will look at the PMARP to judge how far away current PA is away from the defined MA based on a statistical measure of the lookback period in a percentile format.
Traders and Technical Analysts will typically use the PMAR as an accumulation signal generator.
To do this...
Set a low level where it has been historically profitable to accumulate the asset in question on the chosen timeframe.
Note : The default settings are specifically set up for use on the daily timeframe with a MA of 140 equating (approximately) to the 20 week moving average.
This is not a stand alone indicator and should be used in combination with volatility and momentum indicators for a more effective trading edge.
