Stochastic Pop and Drop by Jake Bernstein v1 [Bitduke]I found a simple strategy by Jake Bernstein, modified it a little and created a strategy with Risk Management System (SL+TP); After that I test it on the different cryptocurrency pairs.
About the Indicator
Basically it's the strategy of 2 indicators: Stochastic Oscillator to define the bias and Average Directional Index to confirm it.
One again, It uses Stochastic Oscillator to define the trading bias. In particular, the trading bias was deemed bullish when the weekly 14-period Stochastic Oscillator was above some default value (in him paper - 50) and rising and vice versa.
Once the trading bias is established, Steckler used the Average Directional Index (ADX) to define a slowdown in the trend. ADX measures the strength of the trend and a move below 20 signals a weak trend.
Modifications
I didn't implement Average Directional Index (ADX) and test just different sources for data, oscillator periods and different levels in relation to the crypto market.
So, it shows good results with two tight thresholds at 55 and 45 level.
The bar chart below the defining the bullish and bearish periods (green and red) and gives a signal to enter the trade (purple bars).
Backtesting
Backtested on XBTUSD , BTCPERP (FTX) pairs. You may notice it shows good results on 3h timeframe.
Relatively low drawdown
~ 10% (from 2019 to date) FTX
~ 22% (4 years from 2016) Bitmex
I backtested on the different altcoin pairs as well, but the results were just not good.
Relatively good results were shown by some index pairs from the FTX exchange ( FTX:SHITPERP ), but I think there is a few data for backtesting to be asure in them.
Bitmex 3h (2017 - 2020) :
i.imgur.com
FTX 3h (2019 - 2020):
i.imgur.com
Possible Improvements
- Regarding trading algorithm it would be good to check with strategy with ADX somehow. Maybe for the better entries
- As for Risk Management system, it can be improved by adding trailing stop to the strategy.
Link: school.stockcharts.com
比特幣(加密貨幣)
Amrullah Deep Liquidity for BTCUSDAmrullah Deep Liquidity (ADL)
Amrullah Deep Liquidity (ADL) is a high profit factor strategy based on models designed by Muhd Amrullah.
Choosing your trading pair that you are planning to backtest
Check that you have been given access to Amrullah Deep Liquidity (ADL). Select BTCUSD with the default 4H time frame. Once done, open Indicators > Invite-Only Scripts > Amrullah Deep Liquidity %.
Choosing your initial capital that you want to begin backtesting
Go to Settings > Properties > Initial Capital and type in the amount of capital you're starting with. For the BTCUSD trading pair, the initial capital is denominated in USD.
Adjusting your equity at risk until the trades match your risk profile and comfort level
Go to Inputs > Equity Risk and adjust the value you are comfortable with. To analyse performance, you also want to choose the Start Year, Start Month and Start Date. Select lower equity risk for trades that you intend to take without the use of leverage. You can select an equity risk from 0.001 to 0.05 or all the way to 1.
Finding the time frame with the highest profit factor
Profit factor is defined as the gross profit a strategy makes across a defined period of time divided by its gross loss. You may choose to scroll through other time frames to find better models. You can select a different time frame from 1 min to 1H or all the way to 1M. Once you find the model you desire, you are encouraged to check that the model has a backtested profit factor of >3.5. You can then begin looking through the Performance Summary to find other detailed statistics.
Analysing the equity curve from the Amrullah Deep Liquidity (ADL) strategy
A green equity curve indicates that the trades are accumulating profits. A red equity curve indicates that the trades are accumulating losses. A healthy equity curve is one that is green and grows steadily to the right and upward direction.
Analysing the display arrows on the chart
Amrullah Deep Liquidity (ADL) tells you when to take a trade and how much to put in a trade. ADL can do this as the model identifies inventory risk in traders and market makers in the chosen market. On your Tradingview chart, ADL will display an arrow that tells you when to enter a trade. You can also see the amount to trade beside the arrow.
Opting for a trial
Yes you may opt for a trial which has limited availability.
The author's background and experience
My career in software and deep learning development spans across more than 5 years. At work, I lead a team to solve core computer vision tasks for large companies. I continually read all kinds of computer science books and papers, and follows progress on tools used in financial markets.
[astropark] Trend Is Your Friend V3 [strategy]Dear Followers,
today another awesome Swing and Scalping Trading Strategy indicator, runnable on a bot , which works great on High Timeframes (1D is suggested) but also on lower ones (just write me in order to help you find correct settings) and even better on 1m Renko chart!
If you are a scalper, you will love suggested entries for fast profit. You can run it on 1h timeframe (below is not suggested, there is "no-trend" below 1h!) if you are used to scalp trading and close each trade whenever you feel happy (a proper trailing stop strategy is suggested anyway).
This is not an evolution of "Trend Is Your Friend V1" or V2 , but a twin sister or the "Trend Is Your Friend V1" indicator you can see here below
and twin sister or the "Trend Is Your Friend V2" indicator you can see here below
This strategy differs for the engine used as basis, but has the same usage settings:
enable/disable signals on chart
enable/disable showing trend cloud
enable/disable bar coloring based on trend
enable/disable background coloring based on trend
edit trend period length (direct message me in order to help you fine best settings)
edit a smart variant option to enhance the trend cloud on your chart
enable/disable an option to smart enter trade
This strategy only trigger 1 buy or 1 sell. In order to get notified when a signal is triggered, you need to use the "alarms" version of this indicator.
Strategy results are calculated on the timeframe from December 2012 to now, so on 8 years, using 10000$ as initial capital and working at 1x leverage (so no leverage at all! If you like to use leverage, be sure to use a safe option, like 3x or 5x at most in order to have liquidation price very far).
This is not the "Holy Grail", so use a proper risk management strategy.
This script will let you backtest how the indicator will perform on any chart you may test. Of course results will be very different depending on the chart and timeframe you will open. I tested a lot of charts and always you can find a combination that keep this strategy in profit on swing trading style (and this means that if you can have a daily look at the chart you can always manage to maximize your profit on each trade!)
The alarms version of this indicator, which will let you set all notifications you may need in order to be alerted on each triggered signals, can be found by searching for the astropark's "trend is your friend v3" and then choosing the indicator with "alarms" suffix in the name.
This is a premium indicator , so send me a private message in order to get access to this script.
[astropark] Trend Is Your Friend V2 [strategy]Dear Followers,
today another awesome Swing and Scalping Trading Strategy indicator, runnable on a bot , which works great on High Timeframes (1D is suggested) but also on lower ones (just write me in order to help you find correct settings) and even better on 1m Renko chart!
If you are a scalper, you will love suggested entries for fast profit. You can run it on 1h timeframe (below is not suggested, there is "no-trend" below 1h!) if you are used to scalp trading and close each trade whenever you feel happy (a proper trailing stop strategy is suggested anyway).
This is a twin sister or the "Trend Is Your Friend V1" indicator you can see here below
This strategy differs for the engine used as basis, but has the same usage settings:
enable/disable signals on chart
enable/disable showing trend cloud
enable/disable bar coloring based on trend
enable/disable background coloring based on trend
edit trend period length (you have to increase it if you go on lower timeframes or you go on FOREX/Stocks market, direct message me in order to help you fine best settings)
This strategy only trigger 1 buy or 1 sell. In order to get notified when a signal is triggered, you need to use the "alarms" version of this indicator.
Strategy results are calculated on the timeframe from January 2015 to now, so on 5 years, using 10000$ as initial capital and working at 1x leverage (so no leverage at all! If you like to use leverage, be sure to use a safe option, like 3x or 5x at most in order to have liquidation price very far).
This is not the "Holy Grail", so use a proper risk management strategy.
This script will let you backtest how the indicator will perform on any chart you may test. Of course results will be very different depending on the chart and timeframe you will open. I tested a lot of charts and always you can find a combination that keep this strategy in profit on swing trading style (and this means that if you can have a daily look at the chart you can always manage to maximize your profit on each trade!)
The alarms version of this indicator, which will let you set all notifications you may need in order to be alerted on each triggered signals, can be found by searching for the astropark's "trend is your friend v2" and then choosing the indicator with "alarms" suffix in the name.
This is a premium indicator , so send me a private message in order to get access to this script.
[astropark] Trend Is Your Friend V1 [strategy]Dear Followers,
today another awesome Swing and Scalping Trading Strategy indicator, runnable on a bot , which works great on High Timeframes (1D is suggested) but also on lower ones (just write me in order to help you find correct settings) and even better on 1m Renko chart!
If you are a scalper, you will love suggested entries for fast profit. You can run it on 1h timeframe (below is not suggested, there is "no-trend" below 1h!) if you are used to scalp trading and close each trade whenever you feel happy (a proper trailing stop strategy is suggested anyway).
This strategy let's you edit following settings:
enable/disable signals on chart
enable/disable showing trend cloud
enable/disable bar coloring based on trend
enable/disable background coloring based on trend
enable a special option to enhance trend cloud on FOREX/Stocks charts (optional)
edit trend period length (you have to increase it if you go on lower timeframes, like 1h)
This strategy only trigger 1 buy or 1 sell. In order to get notified when a signal is triggered, you need to use the "alarms" version of this indicator.
Strategy results are calculated on the timeframe from August 2017 to now, so on almost 2 years and half, using 10000$ as initial capital and working at 1x leverage (so no leverage at all! If you like to use leverage, be sure to use a safe option, like 3x or 5x at most in order to have liquidation price very far).
This is not the "Holy Grail", so use a proper risk management strategy.
This script will let you backtest how the indicator will perform on any chart you may test. Of course results will be very different depending on the chart and timeframe you will open. I tested a lot of charts and always you can find a combination that keep this strategy in profit on swing trading style (and this means that if you can have a daily look at the chart you can always manage to maximize your profit on each trade!)
The alarms version of this indicator, which will let you set all notifications you may need in order to be alerted on each triggered signals, can be found by searching for the astropark's "trend is your friend" and then choosing the indicator with "alarms" suffix in the name.
This is a premium indicator , so send me a private message in order to get access to this script.
Bithanos Weekly Trend strategy 灭霸比特币BITSTAMP:BTCUSD
Just for bitcoin weekly trend strategy. It is mainly used for helping to decide buy and sell spot bitcoin.
"enter long" on chart meas the price may go up trend in future weeks.
"close the enter long order " on chart meas the price may not go up trend in future weeks.The indeterminacy of future may be go down trend or Shock market.
Recommended the "position%" to be "1".
推荐用bitstamp BTCUSD 交易对。
仅用于比特币周线趋势策略。主要用于帮助判断现货比特币的买卖。
“enter long ” 周线看涨
“close enter long” 周线止看涨,说明后面不确定,可能是震荡,也可能是下跌。
推荐设置 “position%参数”为“1” .
[astropark] Ichimoku Cloud StrategyDear Followers,
today a Great Swing Trading Strategy , runnable on a bot , which works great on High Timeframes (1D is suggested!) but also even better on 1m Renko chart.
If you are a scalper, you will love suggested entries for fast profit. You can run it on 1h timeframe (below is not suggested) if you are used to scalp trading and close each trade whenever you feel happy (a proper trailing stop strategy is suggested anyway).
This strategy is based on the Ichimoku Cloud Indicator and let's you set a lot of settings:
works on all timeframes (but 1D and above is suggested on normal candlesticks chart)
you can run this indicator on 1m Renko chart (be sure to enable the "USING RENKO CHART? ENABLE THIS OPTION" setting)
you can use 4 kind of Ichimoku Cloud (Custom, Slow, Standard and Fast - keep only one enabled)
you can make the Ichimoku Cloud show or not
you can enable showing the possibile re-entries
you can enable an heiking ashi analysis
you can enable a trailing stop strategy ("Auto Trailing Stop Loss" and "Close Trade When Price Breaks Above the Ichimoku Cloud" are two options very much suggested to keep enabled, especially on bot trading)
you can create your own trailing stop stategy and take profit strategy
you can enable a simple take profit strategy based on RSI Overbought and Oversold levels
This strategy only trigger 1 buy or 1 sell, but if you missed the possibility to open your long or short position don't get mad, but just enable the "show re-entry signals" option, so yout will be able to enter again (be sure to always use a proper money management ).
By the way, you can set any alarms you like in order to get notified when any kind of signal is triggered (you need to use the "alarms" version for this).
Strategy results are calculated on the timeframe from January 2016 to now, so on 3 years, using 10000$ as initial capital, doing only 6 trades (great swings!) and working at 1x leverage (so no leverage at all! perfect spot trading style!). If you like to use leverage, be sure tp use a safe option, like 3x or 5x at most in order to have liquidation price very far).
This is not the "Holy Grail", so use a proper risk management strategy.
This script will let you backtest how the indicator will perform on any chart you may test. Of course results will be very different depending on the chart you will open. I tested a lot of charts and always you can find a combination that keep this strategy in profit on swing trading style (and this means that if you can have a daily look at the chart you can always manage to maximize your profit on each trade!
The alarms version of this indicator, which will let you set all notifications you may need in order to be alerted on each triggered signals, can be found by searching for "astropark Ichimoku Cloud Strategy" and then choosing the "astropark" indicator with "alarms" suffix in the name.
This is a premium indicator , so send me a private message in order to get access to this script.
UT Bot Strategy with Backtesting Range [QuantNomad]UT Bot indicator was inially developer by @Yo_adriiiiaan
Idea of original code belongs @HPotter
I can't update my original UT Bot Strategy so I publishing new strategy with backtesting range included.
I just took code of Yo_adriiiiaan, cleaned it, deleted all useless pieces of code, transformet to v4 and created a strategy from it.
Also I added an input that allows you to swich to signals from Heiking Ashi. I saw that author uses HA for the indicator and on HA it look much nices then on real candles.
Do not add this strategy to HA candles, use usual candles and this checkbox.
Original script:
UT Bot
9KSCALPBOT 5x 15-min StrategyThis scalp bot uses low leverage to scalp small but high certainty movements on the 15-minute timeframe. Its amazing proprietary feature addresses the common problem of accumulated losses due to excessive stop-lossing -- this is done by assessing macro trends on higher timeframes when underwater, and then riding the position out until profitable again. You will get an average of about 1 entry and 1 exit per day.
The core logic uses a modified combination of CCI and Schaff Trend oscillators and a proprietary pattern recognition mechanic. Leverage should be kept low (5X or less) as the algorithm could temporarily go significantly underwater as well as pyramid (stack) same direction entries up to five times before closing. Any leverage higher than 5X significantly increases risk of liquidation. This bot has been consistently backtested for 10 months with about 75-85% win rate, 100%+ 3-month profitability, very low ~5% drawdown, all after factoring typical BitMex fees (0.06% after counting affiliate self-referral).
As with any automated strategy, it does not account for black swan events or disruptions in server connectivity (e.g., BitMex overload errors).
SuperFast M3 - STRATEGGYScript developed for automated trading (autoview).
Start of backtest: Jan 01 2020.
Way of acting:
SMA, EMA and HullMA analysis.
Must be used on the 3 minute chart.
Supports leverage up to x50 with certain security.
-------------------- PT-BR -------------------
Script desenvolvido para trading automatizado (autoview).
Início do backtest: Jan 01 2020.
Forma de atuação:
Analise de SMA, EMA e HullMA.
Deve ser usado no gráfico de 3 minutos.
Suporta alvancagem de até x50 com certa segurança.
Goomba MA Cross BTC BYBITA specialised Moving Average Cross Strategy script.
After having spent hours on backtesting various settings for the classic MA cross strategy, I have identified a highly efficient combination for the slow and fast MA length.
This particular indicator is is tailored to trade B itcoin 1D on Bybit and I've simplified it by removing the option to change MA lengths.
As a reminder, the MA cross strategy produces the following signals:
- BUY when the Fast MA is crossing above the Slow MA
- SELL when the Fast MA is crossing below the Slow MA
Mcote's Macro TrendThis identifies the macro trend.
The standard settings are for BTC (Bitmex) 2hour chart using settings 0, -2 and 4.
Other Settings: BTC (Bitmex) 4 hour chart using settings 0, 0 and 0.
You can find some profitable settings for lower timeframes too like BTC 15m -2, 8 and 8. This gives approx 23.5% profit and 4.6% DD for the past 4 weeks.
Have a play around with your own settings and let me know how you get on with the profits and other markets.
It also works in the Forex Market, for example on GBP/USD 4 hour chart it is quite easy to find settings that achieve 1300 pips over the year with 69% win ratio.
Ploutos v1.0 (MedRsk)Hi everyone!
Today I'm gently releasing an alternative version of my other BINANCE:BTCUSDT accumulator: Hadès .
Ploũtos is a "Med-risk/Med reward" script, it's more conservative than Hadès but also less rewarding.
Ploũtos is carefully looking for specific money/price patterns and compares the results with the "retails sentiment" then, the potential signals are filtered out with an advance/exclusive trend detector. ("Apóllôn" module)
- High Profits (~13211% in about 2.5y compounding and fees included)
- High accuracy (~76%)
- Low Drawdown (~-10.5%)
This indicator has been developed for BINANCE:BTCUSDT /Binance/2H/Candles only.
As usual with my scripts:
- No repaint.
- Two Weeks of trial. (Minimum 1 Full trade/nothing to lose!)
Don't hesitate to claim your trial to check on its performance.
More information in my signature.(again don't hesitate to send me a message if you have questions)
Have a Good Day!
Squeeze Momentum Strategy based on Indicator [LazyBear][Bitduke]I improved Squeeze Momentum Indicator by LazyBear (momentum filter, changed data source to ohlc4) and transformed it into a strategy, adding a risk management system + ability to customize time frames for backtest.
Shortly about Squeeze Momentum Indicator:
This is a derivative of John Carter's "TTM Squeeze" volatility indicator, as discussed in his book "Mastering the Trade" (chapter 11).
Backtested on XBTUSD, ETHUSD (Bitmex). As you may notice it shows good results on 1h - 4h timeframes on these timeframes among these pairs. Relatively low drawdown ~ 12% (to date).
Parabolic SAR Strategy (on close) [QuantNomad]Created a Parabolic SAR strategy where price has to close under/above the level before for it to reverse. This way it should be a bit more stable and protect you from false breakouts.
It was impossible to adjust the built-in "sar" function so I implemented PSAR from scratch. So if you're interested in how it's work inside you can check the code and probably adjust to your need if you have a custom modification of PSAR in your mind.
Hull Suite strategy + alerts hamster-botThis is a trading strategy on the Hull Suite indicator. 3 Hull variations: HMA, THMA (3HMA), EHMA. The strategy is always in position according to the trend of the indicator.
Vava Strategy - SMA + BB for CriptoSetup Bitcoin Bitfinex: Candlestick, timeframe 1D, BB Lenght = 56, pyramiding: 2
Strategy should be used for periods longer than two months.
Winning backtest strategy . Even in the months that the result was loss, it was higher than the Buy & Hold Return .
Leverage Strategy and a few words on risk/opportunityHello traders,
I started this script as a joke for someone... finally appears it could be used for educational content
Let's talk about leverage and margin call
Margin Call
A margin call is the broker's demand that an investor deposit additional money or securities so that the account is brought up to the minimum value, known as the maintenance margin.
A margin call usually means that one or more of the securities held in the margin account has decreased in value below a certain point.
Leverage
A leverage is a system which allows the trader to open positions much larger than his own capital. ... “Leverage” usually refers to the ratio between the position value and the investment needed,
Strat
The strategy simulates long/short positions on a 4h high/low breakout based on the chart candle close.
The panel below shows the strategy equity curve. Activating the margin call option will show when the account would be margin called giving the settings
Casino
I'm not doing any financial recommendation here.
I made this strategy so that people include more risk management metrics into their strategy.
From the code, we see it's fairly easy to calculate a leveraged position size and a margin call flag - when that flag is hit, the system stops trading.
I simplified things to the extreme here but my point is that the leverage is a double-edge sword gift.
Assuming we always take the same position sizing, increasing the leverage speed up how fast a margin could be ..... called. (bad joke? feel free to tell me). Not saying it will, saying it introduces more risk by design.
Then one could say "I'll just turn off that stupid margin call option". And that's when someone starts backtesting with unrealistic market conditions.
Finally...
When I backtest I always assume the worst in every scenario possible (because I'm French), I always try to minimize the risk first (also because I'm French), keeping as close from 0 as possible (French again)
Then I add the "opportunity" component, looking to catch the maximum of opportunity while keeping the risk low.
It's like a Rubix cube puzzle - decreasing the risk is one side of the equation but whenever I try to catch more opportunity... my risks increases.
Then I update my risk... and now the opportunity decreases... (#wut #wen #simple)
Completely removing the risk from a trading strategy isn't something I wouldn't dare doing.
Trading involves risk. Being obsessed by decreasing the risk is what I do BEST :)
Dave
Harsachs Grinder StrategyThis is the first public script of Harsachs.
Harsachs Grinder Strategy buys and sells depending on the Average True Range and Moving Average data.
It has 4 functions; Buy, sell, buy stop and sell stop.
Use this strategy to trade all equities in 15 minutes timeframes. Don't forget to take profit manually because Harsachs Grinder Strategy may wait for Average True Range to hit to buy or sell stop.
Please like the script before using it. Ask your questions in the comment section below!
DD_Bravo_StrategyThe DD_Bravo_Strategy is a mean reversal strategy that captures oversold or overbought levels, and accordingly goes long or short. It is based on price difference between successive candles and normalization of this difference. It works best on 12H timeframe for BTCUSD.
DM me for details for access.
Pro CryptoSolver Strategy [Jwammo12]This is a pro strategy for trading crypto pairs. It trades both long and short and includes an adjustable stop loss.
Lowering the activity parameter increases the number of trades and is not bounded by zero.
Message me for a free 7-day trial and pricing for lifetime access.
Hades [HighRisk/BTCUSDT/2H/Binance only](v1.0)Hi everyone!
This is the " high-risk/Higher reward " version of my BINANCE:BTCUSDT accumulator: Hades .
This indicator has been developed for BINANCE:BTCUSDT /Binance/2H/Candles only.
Hades is looking for specific money/price patterns and compare the results with the "retails sentiment" then, the potential signals are filtered out with an advance/exclusive trend detector. ("Apóllôn" module)
- Very High Profits (~23700% in about 2.5y compounding and fees included)
- High accuracy (~80%)
- Med-Low Drawdown (~26%)
As usual with my scripts:
- No repaint.
- Two Weeks of trial. (Minimum 1 Full trade/nothing to lose!)
Don't hesitate to claim your trial to check on its performance.
More information in my signature.(again don't hesitate to send me a message if you have question)
Have a Good Day!
5m Bithanos Channel pro 0.1(灭霸比特币2847198141 战队内测)"enter L" means enter long
"enter S" means enter short
"close enter L" means close enter long order
"close enter S" means close enter short order
This is Channels strategy,
when the price crossover the upper line ,may be there is new up trend.
when the price crossunder the lower line ,may be there is new down trend.
you can set the middle line to be the stop loss level .
just for bitcoin 5m.
"enter L" means 看多
"enter S" means 看空
"close enter L" 停止看多
"close enter S" 停止看空
这是通道策略
当价格上穿上轨时候,也许新的上涨趋势即将出现。
当价格下穿下轨时候,也许新的下跌趋势即将出现。
你可以将中轨设置为止损位置。
仅适用于比特币5分钟级别。
价格选择:建议COINBASE/BITSTAMP
止损分享:0.25%-1% 幅度酌情根据杠杆止损,或者中轨硬止损。
友情提醒:默认参数不合适,非战队无法获得优化参数。