QuantNomad - Heikin-Ashi PSAR StrategyContinue experimenting with different combinations of strategies.
Here is the PSAR Strategy calculated based on HA candles. HA is already calculated inside the script, do not apply it to HA candles.
Strategy is calculated based on 25% equity invested with 0.1% commission.
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Disclaimer
Please remember that past performance may not be indicative of future results.
Due to various factors, including changing market conditions, the strategy may no longer perform as good as in historical backtesting.
This post and the script don’t provide any financial advice.
Volatilità
Varprice4 - Price is the real KingWhen you use any indicators you suffer of lagging and possibile mistakes.
In this case, higher movements of the (daily) prices (long green candle) are a signal that market is appreciating your stock. The variation of a single candle is compared to standard deviation of the stock.
Besides normal money management (on fixed percentages), we have kept the possibily of exiting the position before stop loss adding a multiplier considering that red (or black) candles are normally wider than green (white) ones.
Setup Trend Following Bollinger Bands - ValenteBuy when the candle closes above upper BB
Sell when the candle closes bellow lower BB
Stop always on base line
ATR_Trade_strategyATR Based Strategy
Identify the ATR range on Daily Chart.
ATR HIGH= Previous Close +ATR
ATR Low =Previous Close - ATR
Long when Close is above ATR High
Short when Close is below ATR Low
Exit when close moves below EMA(10) OR
a user-selected max loss
Grab Trading SystemHello All,
This is "Grab Trading System" script defined in the book "Trend Following" by Michael W. Covel. also named as "Two-box system". I made small changes and I guess that it can be improved more.
The definition: Far box defines major trend; system trades only in same direction as major trend, meanwhile fading the signals of near box. Last trade in each trend exits at break of far box - at the same time as the trend reverses. All trades, except the last in the trend, use a limit order, as they are fading the near box. The last trade exits on a stop, as the trend changes.
As you can see there is Longterm Period and Shortterm Period in the indicator options. Longterm period is used for major trend and shortterm period is used to take position according to major trend. in my test I got better performance in small time frames. you need to set longterm/shortterm periods by your trading strategies.
Enjoy!
Volume Weighted Bollinger Bands Strategy
Simple strategy,
Using Volume weighted Bollinger Bands
> Directions for Usage:
1. Use only in scripts where volume is specified by tradingview
2. Check on which timeframe the script has a profit factor greater than 1.4
3. Use that timeframe for profitability
4. In some high liquid securities there is a decent profit factor even at 5 min scale (optimise at your end!! all i want to say)
Enjoy!
Hope this helps!!
MARKET DYNAMICS HH LL BREAKOUTThis strategy is designed for Bank nifty and Nifty Indices on 5 min chart.This positional strategy ,go long when the long signal came and exit your buy position when sell signal generated by the strategy and again go short for next trade e g . when long signal came buy bank nifty 25 quantity ,book your profit or loss in next sell signal and again made SELL position with 25 quantity.
it is a non repainting strategy. this is just a breakout strategy and its accuracy is good. Slippages are not considered in the return.
SOJA PIVOTStrategy using SOJA HUNTER indicator for buy and Pivot points for sell :
-1st TP at R1 with 25% shares
-2nd TP at R2 with 25% shares
SL using trailing stop.
Channel Break [for free bot]I present to you a script for testing the channel breakout strategy for the Bitmex exchange.
Cryptocurrency itself is a trending tool, which is why breakout strategies generate the largest profits, and the channel breakout strategy is one of the most effective trend strategies.
The optimization result shows the result of trading on a volume of 20% of the deposit. But since Bitmex trades in futures contracts, you can use 50%, 100% and even much more, depending on your attitude to risk.
At the time of publication on the Bitmex exchange there are 12 different contracts, i.e. You can diversify your trading well (by pre-optimizing the settings for each contract).
In the script, you can set up many trading options - timeframe, periods for buying and selling, method of exiting a trade, stop loss, take profit, risk management, etc.
Thus, you create a strategy "for yourself".
Представляю Вам скрипт для тестирования стратегии пробоя канала для биржи Битмекс.
Криптовалюта, сама по себе является трендовым инструментом, именно поэтому, пробойные стратегии генерируют самую большую прибыль, а стратегия пробоя канала – является одной из самых эффективных трендовых стратегий.
На результате оптимизации показан результат торговли на объеме в 20% от депозита. Но так как на Битмекс торговля идет фьючерсными контрактами, Вы можете использовать 50%, 100% и даже намного больше, в зависимости от Вашего отношения к риску.
На момент публикации на бирже Битмекс есть 12 разных контрактов, т.е. Вы можете хороши диверсифицировать свою торговлю (предварительно оптимизируя настройки по каждый контракт).
В скрипте Вы можете настроить множество вариантов торговли - таймфрейм, периоды для покупки и продажи, метод выхода из сделки, стоп-лосс, тейк-профит, рискменеджмент и т.п.
Таким образом Вы создаете стратегию "под себя".
ADX_TSI_Bol Band Trend ChaserThe idea of this script is to be a low risk strategy on trending stocks (or any other trending market), aiming to achieve minimal draw down (e.g. at time of writing AAPL only had ~1.36% draw down, FB ~1.93% draw down and the SPY was 0.80% draw down and all remained profitable).
Testing proved it shouldn't be used in choppy stocks and best period was on daily charts. The back test filter goes back until 2010 so you can obtain 10 years of data.
The strategy utilizes the 200 Moving Average, a Custom Bollinger Band, a TSI with 52 period weighted moving average and ADX strength.
Although back test dates are set to 2010 - 2020, all other filters (moving average, ADX, TSI , Bollinger Band) are not locked so they can be user amended if desired. However the current settings have been tested with manual trading for quite some time to get this combination correct.
Buy signal is given when trading above the 200 moving average + 5 candles have closed above the upper custom Bollinger + the TSI is positive + ADX is above 20.
As back testing proved that this traded better only in tends then some Sell/Short conditions have been removed from the script and this only takes Long orders.
Only requires 2 additional lines of code to add shorting order and then remove the "buy" condition and this could be used for a downward trending stock instead.
Close for either long or short trades is signaled once the TSI crosses in the opposite direction indicating change in trend strength.
Further optimization could be achieved by adding a stop loss, which I may do in the future.
NOTE: This only shows the lower indicators however for visualization you can use my script "CUSTOM BOLLINGER WITH SMA", which is the upper indicators in this strategy.
This is my first attempt at coding a strategy so I'm happy to receive any feedback or hints on how this could be written better from any experienced coders!
NASDAQ:AAPL AMEX:SPY
ATR Parabolic SAR Strategy [QuantNomad]I created a version of Parabolic SAR when I accelerate it not based on the difference from the extreme point but based on current ATR. So the idea is that for a more volatile market it should move faster.
Performance is calculated based on 25% equity invested and 0.1% commission.
What do you think about it? Does it make sense to do something like that?
Do you have in mind other ways I can accelerate it when the market starts to be more volatile?
Disclaimer
Please remember that past performance may not be indicative of future results.
Due to various factors, including changing market conditions, the strategy may no longer perform as good as in historical backtesting.
This post and the script don’t provide any financial advice.
Donchian Strat EXMOThis is simple test of Turtle Trading strategy by Richard Dennis. The script meant to place orders on Donchian Channel borders. It's best to test and use on mid-term charts like 1H and more.
I've chosen Kraken XBT/USDT chart because this market opened in december 2019. The main problem of crypto trading strategy testing is the bullish market of 2017 year. That enormous growth gives unrealisting expectations to all trend-following strategies tested.
WOMBO COMBO: EMA & VWAP & MACD & BB & STCHello my fellow investors,
After hours of reading, backtesting, and YouTube video watching I discovered that EMA, VWAP, BB, MACD, and STC produce the most consistent results for investment planning. This strategy allows you to pick between the aforementioned indicators or layer them together.
It works on the pricipal of:
1) Always follow the market trend - buy/sell above/below 200EMA
2) Follow corporate investing trends - buy/sell above/below VWAP
3) Apply MACD check - buy--> MACD line above signal line and corssover below histogram \\ sell --> MACD line below signal line and crossover above histogram.
4) Check volitility with price against BB limits upper/Sell or lower/buy
5) When STC crosses about 10 buy and when it drops below 90 sell
6) Exit position when stop loss is triggered or profit target is hit. BB also provides a parameter to exit positions.
This code is the product of many hours of hard work on the part of the greater tradingview community. The credit goes to everyone in the community who has put code out there for the greater good.
Highest High and Lowest Low Channel StrategyHighest / Highest High Highest (Data) - HHV (Data, Period)
Lowest / Lowest Low Lowest (Data) LLV (Data, Period)
These functions calculate the highest / lowest value of a selected data.
Highest High and Lowest Low options are mostly used.
The Highest function calculates the highest value of the selected data in the past.
The Lowest function calculates the lowest value of the selected data in the past.
Twin Range Filter Algo@Colinmck used two different ranges to generate signals. Read his release notes to find out what the original script does.
I added one condition which seems to increase performance on 15m BTCUSD as well as 1h BTCUSD and that is ATR with 32 periods being smaller than ATR with 64 periods. I used my script Volatility Optimiser to discover this tendency.
Both buying and selling conditions are same as in @Colinmck's script plus one condition of my own. You can disable my condition.
Target and stop-loss are manually set values in ticks.
Time stop-loss is manually set value in a number of candles. After this number of candles, a position always exits (or should 😇). You can disable it by inserting a very long period. I do not recommend it, because a value of indicator should not be measured in luck and if market starts moving in the direction after 40 periods, the predictive capability of an indicator is questionable.
I used 300/150/17 for 15m BTCUSD chart and 900/30/17 for 1h BTCUSD. I didn't try to optimize any other parameters for these periods.
Since this script relies mostly on volatility for its prediction, I wouldn't recommend using it on its own. Individual approach to the market is recommended. Also, it didn't work on EURUSD when using the same default values and different order management (tp, sl, time sl), so it is probably not as versatile.
Let me know what do you think of this strategy. If you have some ideas about how to make it more reliable, share it in the comments, I might put it to the test. Good luck 🍀
EMA Slope Trend Follower StrategyThis strategy is based on the slope of the EMA130.
Over that slope, the script calculates two EMAs (9,21) which are used to generate the main entry and exit signal.
In particular, the strategy enters a LONG position when EMA9 > EMA21. On the contrary, it closes the LONG and opens a SHORT when EMA9 < EMA21.
When the slope of the EMA130 is rising, it means that the price is accelerating upwards, fueling an uptrend. Conversely, when the slope is falling, it means that the price is slowing down, falling into a possible downtrend.
Calculating and analyzing two EMAs (fast and slow) over the slope of a medium length EMA instead of the price anticipates a lot the signal. In this way, the strategy never miss a trend.
In order to minimize false positives (entering useless positions), I included two filters, which can be optionally turned on:
- Trend Filter: When the price is above EMA200, the strategy opens ONLY LONG positions. If price < EMA200, only shorts allowed. If the slope gives a long signal and price is below EMA200, for example, the eventual SHORT position is closed, but the LONG entry is postponed to the moment when both conditions (slope uptrending and price > ema200) are met.
I recommend always turning on this filter, as it dramatically decreases drawdown.
- Volatility Filter: When the standard deviation of the last 20 candles is below its 50 samples moving average, no positions are opened, as market is going sideways. The purpose of this filter is to prevent false positives (positions which open and close in a matter of candles due to false signals in sideways market).
I recommend turning on this filter only on low time frames.
This strategy works great on medium time frames (like 4h, 6h, daily), since it spends way less in fees, opening less positions.
It works good on low TFs too (up to 1h, didn't test lower ones), provided Volatility filter is turned on and parameters are set according to the asset.
Commission included in calculations: 0.06% (it's the taker commission on BitMEX with the 10% discount obtainable with any referral link)
Slippage included in calculations: 2 ticks (BitMEX has very liquid order books, and slippage doesn't happen very often unless a huge position size is used).
BTC and ETH Long strategy - version 1I will start with a small introduction about myself. I'm now trading cryto currencies manually for almost 2 years. I decided to start after watching a documentary on the TV showing people who made big money during the Bitcoin pump which happened at the end of 2017.
The next day, I asked myself "Why should I not give it a try and learn how to trade".
This was in February 2018 and the price of Bitcoin was around 11500USD.
I didn't know how to trade. In fact, I didn't know the trading industry at all.
So, my first step into trading was to open an account with a broken. Then I directly bought 200$ worst of BTC . At that time, I saw the graph and thought "This can only go back in the upward direction!" :)
I didn't know anything about Stop loss, Take profit and Risk management.
Today, almost 2 years after, I think that I know how to trade and can also confirm that I still hold this bag of 200$ of bitcoin from 2018 :)
I did spend the 2 last years to learn technical analysis , risk management and leverage trading.
Today (14/05/2020), I know what I'm doing and I'm happy to see that the 2 last years have been positive in terms of gains. Of course, I did not make crazy money with my saving but at least I made more than if I would have kept it in my bank account.
Even if I like trading, I have a full time job which requires my full energy and lots of focus, so, the biggest problem I had is that I didn't have enough time to look at the charts.
Also, I realized that sometimes, neither technical analysis , nor fundamentals worked with crypto currency (at least for short time trading). So, as I have a developer background I decided to try to have a look at algo trading.
The goal for me was neither to make complex algos nor to beat the market but just to automate my trading with simple bot catching the big waves.
I then started to take a look at TV pine script and played with it.
I did my first LONG script in February 2020 to Long the BTC Market. It has some limitations but works well enough for me for the time being. Even if the real trades will bring me half of what the back testing shows, this will still be a lot more than what I was used to win during the last 2 years with my manual trading.
So, here we are! Below you will find some details about my first LONG script. I'm happy to share it with you.
Feel free to play with it, give your comments and bring improvements to it.
But please note that it only works fine with the candle size and crypto pair that I have mentioned below. If you use other settings this algo might loose money!
- Crypto pairs : XBTUSD and ETHXBT
- Candle size: 2 Hours
- Indicator used: Volatility , MACD (12, 26, 7), SMA (100), SMA (200), EMA (20)
- Default StopLoss: -1.5%
- Entry in position if: Volatility < 2%
AND MACD moving up
AND AME (20) moving up
AND SMA (100) moving up
AND SMA (200) moving up
AND EMA (20) > SAM (100)
AND SMA (100) > SMA (200)
- Exit the postion if: Stoploss is reached
OR EMA (20) crossUnder SMA (100)
Here is a summary of the results for this script:
XBTUSD : 01/01/2019 --> 14/05/2020 = +107%
ETHXBT : 01/01/2019 --> 14/05/2020 = +39%
ETHUSD : 01/01/2019 --> 14/05/2020 = +112%
It is far away from being perfect. There are still plenty of things which can be done to improve it but I just wanted to share it :) .
Enjoy playing with it....
Ranged Volume Strategy - evoThis is the strategy version for the ranged volume indicator I published a few days ago.
Long : First yellow break-out after red
Short : First red break-out after yellow
Because this is volume, you want to be using this on an exchange with high volume for the best results. Default settings are not optimized but work great on bitcoins daily chart.
A short explanation of the indicator below:
Dazzling BoltsThis is three moving average based strategy focused on trend-following. Targets and stops are set based on ATR. Following image pictures the strategy with all mas plotted:
Buying conditions are:
►A smoothened moving average (red) is above the exponential moving average (yellow)
►An exponential moving average is above simple moving average (black)
►Low five candles ago was still above the exponential moving average
►Low two candles ago reached below the exponential moving average
►Close of the previous candle was above the exponential moving average
►Ema force is disabled or exponential moving average set candles ago (orange) is still above simple moving average now.
If these conditions are met, Dazzling Bolts will always give you a signal. However, it holds only one position at a time and it will not buy again until it is closed or exited.
There are two ways exiting may happen. Smoothened moving average crosses below simple moving average or it reaches value based on your settings of average true range and its multiplier.
Settings 10/76/200/true/50/true/true/5/5 shows perfect results on EURUSD 15m chart but it does not guarantee the results. It is only 62 trades which is barely a useful statistical source. It is also highly optimized which means its settings filters out bad trades that may be bad only because of randomnation rather than set market behaviour. You need to test it on 200 trades + before using.
Mean Reversion w/ Bollinger BandsThis is a more advanced version of my original mean reversion script.
It employs the famous Bollinger Bands.
This robot will buy when price falls below the lower Bollinger Band, and sell when price moves above the upper Bollinger Band.
I've only tested it on the S&P 500, though you could try it out on other assets to see the backtest performance.
During the recent COVID-19 bear market drop, it produced several buy signals on the S&P which I followed, and made some nice gains so far.
I still think this would make a better investing strategy (buy undervalued / sell over-valued), rather than a trading strategy.
I use this robot for my long term portfolio.
