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[fareid] Quick Backtest Framework█ OVERVIEW
This Framework allows Pine Coders to quickly code Study() based signal/strategy and validate its viability before proceed to code with more advance/complex customized rules for entry, exit, trailstop, risk management etc..
This is somewhat an upgraded version of my earlier personal template with different strategy used, cleaner code
and additional features.
█ USE CASES
- You have an idea for trade signal and need a quick way to verify its potential before writing lengthy/complicated code
- You found a study script for trading signal in public library and want to validate it profitability with minimum effort before including it in your trading playbook
█ FEATURES
- Alert: Ready to use alert function based on signals from your custom indicator.
- Visual Backtest: Auto-plot entry, stop-loss and take profit for simple strategy performance analysis
- Backtest Statistic: Provide basic key metrics based on backtest strategy
- BTE External Signal Protocol: Ready to use code that will supply required state to PineCoders Backtesting & Trading Engine if you wish to have more advance and sophisticated backtesting engine
Notes: All of the above features have On/Off toggle
█ Description & How To Use
This Framework consist of 5 Modules but you only need to edit the first 2 Modules:
Module1: Indicator
Module2: Framework Input Protocol
Module3: Alert
Module4: Backtest
Module5: Backtest & Trading Engine
Tips: The source-code includes collapsible block by module for easy navigating
Module1: Indicator:
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Main Module. Place custom indicator input parameter/calculation/indicator plotting here
Sample Strategy: Double MACD Crossover
MACD Signal: 1st MACD Cross above signal line indicate Buy Signal
1st MACD Cross below signal line indicate Sell Signal
MACD Filter: 2nd MACD is above 0 line indicate Uptrend
2nd MACD is below 0 line indicate Downtrend
Module2: Framework Input Protocol:
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Use this module to connect main indicator/signal calculated in Module1 to the rest of the framework's module
4 variables needed to be defined here:
1. Uptrend
2. Dntrend
3. BuySignal
4. SellSignal
i'm not sure how to place a code snippet here to show you example so in the source code i already put a comment in Module2 on which part u need to edit. I hope its pretty simple to use.
Module3: Alert Module Description:
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As long as the variables in Module2 properly defined, the alert module is ready to use without any further modification.
Input:
Enable Alert --> Enable TV's alert and plot signal to chart
Alert Type --> Set to take Buy only, Sell only or Both alert
Module4: Backtest Module Description:
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As long as the variables in Module2 properly defined, the backtest module is ready to use without any further modification.
Input:
Backtest Stat --> Enable Backtest Statistic Label
Backtest Visual --> Enable Backtest visual simulation
Backtest Type --> Set to take Buy only or Sell only or both
SL Type -->
ATR : Set SL in ATR times Multiplier below entry price
Fixed : Set SL in fixed point below entry point (in 'Dollar'). e.g. for Stocks -> 0.5 equals to 50cent while for EURUSD currency -> 0.005 equal to 50 pips
HiLo Bar: Set SL at highest/lowest wick of previous bar plus/minus Fixed point. e.g. EURUSD HiLo=3 and Fixed Point = 0.0005, buy trade will place SL 5 Pips below lowest of previous 3 bar
SL ATR Multi --> Set Lookback Period used for SL's ATR calculation
SL ATR Multi --> Set ATR Multiplier for SL
SL Fixed --> Set Fixed Level for SL
SL Bar --> Set Number of previous bar to check for SL placement
TP RR Ratio --> Set TP based on RR multiplier. e.g. 2 means TP level will be twice further from entry point compared to Entry-SL distance.
Notes: The point is for preliminary testing, so it only supports 1 trade at a time and no Trailing Stop
Module5: Backtest & Trading Engine Description:
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As long as the variables in Module2 properly defined, the Pinecoders BTE module is ready to use without any further modification.
Input:
External Signal Protocol --> Set ESP State to send to "Backtesting & Trading Engine "
Signal With Filter --> Use this to send entry signal that already filtered by this study indicator (without stoploss level)
Signal Without Filter --> Use this to send raw entry signal that are NOT YET FILTERED by this study indicator (without stoploss level)
Signal and Stop With Filter --> Use this to send entry signal WITH StopLoss that already filtered by this study indicator (with stoploss level)
Signal and Stop Without Filter --> Use this to send raw entry signal WITH StopLoss that are NOT YET FILTERED by this study indicator (with stoploss level)
Notes: Backtesting & Trading Engine already have built-in Filter, Entries and Stop Level. e.g. Unselect all their filter state if only want to use custom filter and make sure send Signal with Filter (with or without SL level)
█ DISCLAIMER:
This framework main objective is to create my personal indicator template so that i just have to modify the indicator module for preliminary testing in future.
The sample strategy included are for educational purpose only. Use at your own risk
credit: LucF/PineCoders for a lot of his scripts that i use as a guide to complete this
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MavilimW Strategy MTF EMA with HA CandlesThis is a strategy adapted initially for Mavilim moving average indicator, based on WMA MA.
It seems to works amazingly on long term markets, like stocks, some futures, some comodities and so on.
In this strategy, I form initially the candle, using EMA values, so I take the EMA of last 50 closes, open, highs and lows and form the candle
After this I take interally HA and convert the EMA candle to HA.
Then using the moving averages on multiple timeframes, like in this example we have a chart on 4h, but I use 1h and 1d moving averages.
For long condition we have : close is above moving average timeframe1 and oving average timeframe2 and oving average timeframe3
Initially short would be close below ma timeframe1, ma timeframe2 and timeframe3 -> but here I also convert it into a long signal.
So we actually go only long .
And we have 2 different exits : for first long if we have a crossdown of 1h ma with 1 day ma, and for second long if we have a cross up of 1h ma with 1 day ma in this example.
Message me if you have any questions about this strategy.
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Swing/Daytrading strategy with reversal option
Hello, today I bring a swing reversal strategy that work on all financial markets.
It uses timeframes starting from 1h, the bigger the better.
Its very dangerous because it has no stop loss, neither a take profit. Our exit condition is based on the reversal on the entry .
For entry we have 2 types : normal and reversal
Lets say we want to go long , for that we check the last CLOSE of a candle with the previos HIGH. If its higher than that, and at the same time CLOSE is bigger than the moving average, we have a long entry.
For short we have CLOSE with the previous LOW. If its lower than that and at the same time is lower than moving average, we have a short entry.
For moving average we use T3 MA
For reversal what I do, is , I take the short condition and I apply it to long, and for long I apply the short condition.
On many cases I found out it work amazingly.
I forgot to add: it also has a time entry system, so we use the best hours/sessions for entries .
Exit a trade: lets say we enter short, when we find a long condition, we close short and enter into long. Viceversa for long.
If you have any questions, let me know.
Enjoy it :) Strategy

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Stock Market Strategy : VWAP, MACD, EMA, Breakout, BBHello there,
Today I bring you a stock market strategy, specialized in NASDAQ stocks.
Its a daytrading strategy, that can only do a max of 1 trade per day. In this case it only trades the first 2 opening hours of the market.
The rules are simple :
We follow the trend based on a big EMA, in this case 200, after that, we check for VWAP direction , then, we check histogram from MACD. This is the simple logic of the strategy.
Inside there is another strategy, that not just do the above, but also uses Bollinger bands, and checks for breakout of bottom or top line. Also it uses Average directional Index, for even a bigger criteria .
So for example a long condition it would be : candle is above the ema, and candle is above vwap, and histogram is positive, and candle break the top bb level and ADI < 40 -> long signal . The opposite works for short(ADI > 20).
In this case all this criterias are between the first 2 hours of market. So we enter between the first hour, and exit in the next hour. For this we need to use very short time frames.
Hope you enjoy it.
Let me know if you have any questions Strategy

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Magic CandleThis indicator is very simple, but surprisingly effective, and I haven't found any mention of something similar, so here it is. I hope it helps you in your stock trading.
Someone made a comment in a trading room that the 8 am candle of the stock looked odd, so I quickly checked all the other stocks I had on my screen, and for all of them, the 8 am candle was just a little strange. What's more, is that the stock would often respond to the high and low values of that 8 am candle later on in the day. It turned out to be quite an important support and resistance level indicator for stocks which I've used in my trading ever since I discovered it.
After testing it out day after day on multiple stocks, I decided to write this indicator, which not only projects the high and low values of the 8 am candle, but also the previous day's closing price.
If you find that there's another "magic candle" out there for Forex or Crypto, please let me know!
You have the option to set the "magic candle" to another time, if you want to experiment with things. Indicator

ETS MA Deviation ExtremesWhile trading, I noticed that emphasis is often placed on how far price has moved from the moving average (whichever a trader prefers). In these cases I also found that Bollinger Bands only sometimes played a factor in determining whether price had moved "too far" from the moving average to potentially result in a sharp move back to the average.
Because I wanted something more objective than a "gut feeling" that price has moved away from the average enough to make it move back, I decided to see what I could do to determine the standard deviation of how price action moved away from the average , in order to determine when it could potentially have a "rubber band effect" to jump back to the "norm". The result of that is the ETS MA Deviation Extremes indicator, and I hope that it will help you in your trading.
The indicator also has bar coloring included, which can be turned off, which gives a good on-chart visual to warn you that the price action might reverse. This has often helped me to be a bit more cautious before just jumping into a trade that might be on the brink of reversing and taking my position out, and it actually turned out to be a good indicator for a reversal trade strategy.
The histogram bars give an indication of how far the price has moved away from the average, and I look for a potential reversal as soon as the histograms move back inside the deviation lines after having been outside it. The bar coloration actually depend on more than one set of deviation lines, but putting all of that on the chart just makes it confusing, so I removed the ones that I felt were not essential to make it clearer.
I hope it helps you in your trading and makes it easier for you to trade successfully! Indicator

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