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Moving Averages

3ngine Global BoilerplateABOUT THE BOILERPLATE This strategy is designed to bring consistency to your strategies. It includes a macro EMA filter for filtering out countertrend trades, an ADX filter to help filter out chop, a session filter to filter out trades outside of desired timeframe, alert messages setup for automation, laddering in/out of trades (up to 6 rungs), trailing take profit , and beautiful visuals for each entry. There are comments throughout the strategy that provide further instructions on how to use the boilerplate strategy. This strategy uses `threengine_global_automation_library` throughout and must be included at the top of the strategy using `import as bot`. This allows you to use dot notation to access functions in the library - EX: `bot.orderCurrentlyExists(orderID)`. HOW TO USE THIS STRATEGY 1. Add your inputs There is a section dedicated for adding your own inputs near the top of the strategy, just above the boilerplate inputs 2. Add your calculations If your strategy requires calculations, place them in the `Strategy Specific Calculations` section 3. Add your entry criteria Add your criteria to strategySpecificLongConditions (this gets combined with boilerplate conditions in longConditionsMet) Add your criteria to strategySpecificShortConditions (this gets combined with boilerplate conditions in shortConditionsMet) Set your desired entry price (calculated on every bar unless stored as a static variable) to longEntryPrice and shortEntryPrice. ( This will be the FIRST ladder if using laddering capabilities. If you pick 1 for "Ladder In Rungs" this will be the only entry. ) 4. Plot anything you want to overlay on the chart in addition to the boilerplate plots and labels. Included in boilerplate: Average entry price Stop loss Trailing stop Profit target Ladder rungs
Pine Script™ strategy
by jordanfray
1
Short Swing Bearish MACD Cross (By Coinrule)This strategy is oriented towards shorting during downside moves, whilst ensuring the asset is trading in a higher timeframe downtrend, and exiting after further downside. This script can work well on coins you are planning to hodl for long-term and works especially well whilst using an automated bot that can execute your trades for you. It allows you to hedge your investment by allocating a % of your coins to trade with, whilst not risking your entire holding. This mitigates unrealised losses from hodling as it provides additional cash from the profits made. You can then choose to hodl this cash, or use it to reinvest when the market reaches attractive buying levels. Alternatively, you can use this when trading contracts on futures markets where there is no need to already own the underlying asset prior to shorting it. ENTRY This script utilises the MACD indicator accompanied by the Exponential Moving Average (EMA) 450 to enter trades. The MACD is a trend following momentum indicator and provides identification of short-term trend direction. In this variation it utilises the 11-period as the fast and 26-period as the slow length EMAs, with signal smoothing set at 9. The EMA 450 is used as additional confirmation to prevent the script from shorting when price is above this long-term moving average. Once price is above the EMA 450 the script will not open any shorts - preventing the rule from attempting to short uptrends. Due to this, this strategy is ideal for setting and forgetting. The script will enter trades based on two conditions: 1) When the MACD signals a bearish cross. This occurs when the EMA 11 crosses below the EMA 26 within the MACD signalling the start of a potential downtrend. 2) Price has closed below the EMA 450. Price closing below this long-term EMA signals that the asset is in a sustained downtrend. Price breaking above this could indicate a bullish strength in which shorting would not be profitable. EXIT This script utilises a set take-profit and stop-loss from the entry of the trade. The take profit is set at 8% and the stop loss of 4%, providing a risk reward ratio of 2. This indicates the script will be profitable if it has a win ratio greater than 33%. Take-Profit Exit: -8% price decrease from entry price. OR Stop-Loss Exit: +4% price increase from entry price. Based on backtesting results across a selection of assets, the 45-minute and 1-hour timeframes are the best for this strategy. The strategy assumes each order is using 30% of the available coins to make the results more realistic and to simulate you only ran this strategy on 30% of your holdings. A trading fee of 0.1% is also taken into account and is aligned to the base fee applied on Binance. The backtesting data was recorded from December 1st 2021, just as the market was beginning its downtrend. We therefore recommend analysing the market conditions prior to utilising this strategy as it operates best on weak coins during downtrends and bearish conditions, however the EMA 450 condition should mitigate entries during bullish market conditions.
Pine Script™ strategy
by Coinrule
Chirag Strategy SMA with StopLossThe Moving Average Crossover trading strategy is possibly the most popular trading strategy in the world of trading. This strategy is a good example of so-called traditional strategies. Traditional strategies are always long or short. That means they are never out of the market. The concept of having a strategy that is always long or short may be scary, particularly in today’s market where you don’t know what is going to happen as far as risk on any one market. But a lot of traders believe that the concept is still valid, especially for those of traders who do their own research or their own discretionary trading. This version uses crossover of simple moving averages of length 10 and 13. This strategy is best suitable for NIFTY and BANKNIFTY under 15min candlestick for intraday and 1hour candlestick for long-term.
Pine Script™ strategy
by chiragchopra91
BEST Strategy Template w/ Custom SL/TP Size - EducationalHello traders I'm getting this question at least once per week: "how to define a custom exit quantity for my stop loss and a different one for my take profit" Instead of answering every day the same question in my DMs, I've decided to publish an educational strategy template script using this Features - Select to use or not the SL and/or TP - Define how many pips/USD the SL/TP should be set at from the entry - Define what quantity percentage you want to close at SL and/or at TP (lines 301 to 320 in the code) - Classical custom trailing stop where the SL is moved to breakeven once the TP is hit - Get real-time backtesting stats based on the options you've selected Update You might not know it yet but from last week (or maybe the week before), the qty/qty_percent from the strategy.exit function refers now to the initial position size (and not the remaining position size like before) For example: strategy.exit("EX1", qty_percent = 50, stop = constant) strategy.exit("EX2", qty_percent = 20, stop = constant) What happened before After "EX1" reaches SL levels, "EX2" exits 20% from the % of the remaining position size. If the initial position size = 100 contracts EX1 exits 50 contracts EX2 exits 20% of 50 contracts = 10 contracts What's happening now After "EX1" reaches SL levels, "EX2" exits 20% from the % of the original position size. If the initial position size = 100 contracts EX1 exits 50 contracts EX2 exits 20 (20% of 100 contracts) contracts I think this is an improvement and I really enjoy this new behavior. See you in a few days with another post :) ALL THE BEST Dave
Pine Script™ strategy
by Daveatt
7
RSITrendStrategyI don't know if there is any strategy based on RSI cross over. The strategy is designed based on RSI crossover, considering RSI(5) and RSI(11), with RSI(6) to identify highs & lows. I used this strategy to trade in Nifty 50 & Nifty bank indices. Whenever there is long mentioned on chart, I go for buying call option with premium near to 300, and placing stoploss of 50 on candle closing basis, vice versa. Target is open until short is mentioned on the chart. Sometimes, i used standard pivot points as well to mark my targets and also to trail my trades.
Pine Script™ strategy
by email_analysts
Customizable OCC Non Repainting Scalper Bot v7.0bThis strategy is intended to be used on an automated trading platform and should be run on a one minute chart for fastest confirmations and signal relay to crypto automation platform. The strategy has been modded to only go long at this time to focus on profitability for one direction. The open long and close long text fields allow you to use your own webhook message for this purpose. I have spent quite a bit of time and I figured I would put it out to the community to share the work and also get some feedback. Ok, so let me say that I have done absolutely everything I can to make the strategy not repaint while still maintaining it's profitability. It has been a challenge so I am publishing this to the community to help test this. What I have observed: the strategy will not repaint in real time. That is, if you have the chart open and keep it open, the signals are the same as the ones that are sent out by the strategy. In certain cases, when I reload the chart- the signals might be off from what was sent. In some ways, that is repainting, but it is repainting based on losing the real time data and recalculating from a different set of bars- since I am running it on a one minute chart then the start becomes different when you refresh. To address repainting while keeping the strategy calculating as quickly as possibly I have altered the logic in the following ways: I have made an assumption which might not work for everyone- at the first tick of the next bar, you can almost safefly assume in crypto that if you are looking at the previous bar for information, the open of the current bar was the close of the previous bar. This for the most part holds true in crypto with good liquidity. If you are trading a pair that jumps around due to low volume- this might not be the strategy to use. I might publish a different version with a different logic. I have altered the security repaint to use isbarconfirmed, so at the very end of the bar (as soon as the bar is confirmed), we recalculate to the higher time frames. So as soon as the data is available, it is at that point that we can then safely calculate higher time frames. This is unique and experimental, but seems to do well at creating good signals for entry. I have employed my own intervals by utilizing the resolution as an integer (used by the previous authors)- but in this case, I use the interval to take a snapshot of the higher time frame. With open close cross, the different moving averages can cause the repainting as they change to show the exact point of the cross. The interval feature I created minimizes this by utilizing the previous bar info until the interval is closed and then we recalculate the variants. You can use the interval offset feature to denote which minute is the one that starts and ends the interval. So for instance, Trading View uses minue 1 and minute 31 for 30 minute intervals. If you offset your 30 minute interval would start on minute 16 and do its calculations based on the last 30 minutes, As with most of my scripts, I have started using filters and a "show data" feature that will give you the ability to see the values of indicators that you cannot plot in the overlay. This allows you to figure out how to filter losing trades or market conditions. I have also added a trailing stop and created a fixed stop loss as seems to perform better than the original occ strategy. The original one seemed to repaint enough that it would close too quickly and not give the posiition enough time to become profitable. In certain cases where there was a large move, it would perform well, but for the most part the trades would not close profitably even though the backtest said that it did - probably due to the delay in execution and pinescript not having a confirmation on what the actual position price was. This is still in beta mode, so please forward test first and use at your own risk. If you spot repaint issues, please send me a message and try to explain the situation.
Pine Script™ strategy
by MauricioZuniga
23
Cipher B divergencies for Crypto (Finandy support)Hello Traders! In times of high volatility, it is important to follow a market-neutral strategy to protect your hard-earned assets. The simple script employs common buy/sell and/or divergencies signals from the VuManChu Cipher B indicator with fixed stop losses and takes profits. The signals are filtered by a local trend of a coin of interest and the global trend of Bitcoin. These trends-filtered signals demonstrated better performance on most of the back- and forward- tests for USDT cryptocurrency futures. The strategy is based on my real experience, it's a diamond I want to share with you. In terms of visualization if the background is red and the price is below the yellow line then only a short position can be opened. Conversely, if the price is above the yellow line AND the background is green only a long position can be opened. Inputs from VuManChu you can find on the top. Frankly, I do not know how they can help you to improve the performance of the strategy. My inputs of the script you can find in "Trend Settings" and "TP/SL Settings" at the bottom. The checkbox "Only divergencies" lets to broadcast only more reliable buy/sell signals for a cost of rare deals. The checkbox "Cancel all positions if price crosses local sma?" makes additional trailing stop loss. Usually, this function increases the win rate by "smoothing" the risk/reward ratio, as a usual stop loss does. You can tune SL/TP based on backtesting. To connect the script to Finandy just edit "name" and "secret" to connect your webhook (see the bottom of the script). The rule of thumb for the strategy is "only divergencies" - ON, high reward/risk (TP/SL) ratio, 5 min timeframe on chart help with performance. Finally, I am looking forward to feedback from you. If you have some cool features for my script in your mind, do not hesitate to leave them in the comments. Good luck!
Pine Script™ strategy
by Cherepanov_V
13
Profitable Contrarian scalpingUses the 5 period and 10 period VMWAs that have been smoothed with a 5 period SMA of the close price. Normally, a short crossover long formation signals a buy signal, but as scalpers know, the 1 minute chart moves so fast and with so much volatility that lagging indicators get wrecked by the market. According, this strategy operates under the assumption that by the time this lagging indicator makes a signal, the price is ready to reverse. Losses are taken swiftly in the case of a continuation pattern. This indicator averages a 55-65% profitable rate and is almost always a positive P/L on the 1 minute chart of the most commonly traded assets. Of course, there may be validity for this indicator outside the 1 minute chart, but I have found such success to be very limited. Accordingly, use this indicator on SPY, TQQQ, TSLA, AMZN, and major cryptos on the 1 min chart.
Pine Script™ strategy
by Jaerevan47
1
Booz StrategyBooz Backtesting : Booz Backtesting is a method for analyzing the performance of your current trading strategy . Booz Backtesting aims to help you generate results and evaluate risk and return without risking real capital. The Booz Backtesting is the Booz Super Swing Indicator equivalent but gives you the ability to backtest data on different charts. This is an Indicator created for the purpose of identifying trends in Multiple Markets, it is based on Moving Average Crossover and extra features. Swing Trading: This function allows you to navigate the entire trend until it is not strong enough, so you can compare it with fixed parameters such as Take Profit and Stop Loss. Take Profit and Stop Loss function: With this function you will be able to choose the most optimal parameters and see in real time the results in order to choose the best combination of parameters. Leverage : We have this function for the futures markets where you can check which is the most appropriate leverage for your operation. Trend Filter: allows you to take multiple entries in the same direction of the market. If the market crosses below the 200 moving average, it will take only short entries. If the market crosses above the 200 moving average, it will take only long entries. Timeframes Charting from 1 Hour, 4 Hour, Daily, Weekly, Weekly Markets :Booz Backtesting can be tested in Cryptocurrency, Stocks and Futures markets. Background Color : at a glance, you can see what cycle the market is in. Green background : Shows that the market is in a bullish cycle. Red background: Shows that the market is in a bearish cycle.
Pine Script™ strategy
by ArnoldTrader_
Bozz Strategy Booz Backtesting : Booz Backtesting is a method for analyzing the performance of your current trading strategy . Booz Backtesting aims to help you generate results and evaluate risk and return without risking real capital. The Booz Backtesting is the Booz Super Swing Indicator equivalent but gives you the ability to backtest data on different charts. This is an Indicator created for the purpose of identifying trends in Multiple Markets, it is based on Moving Average Crossover and extra features. Swing Trading: This function allows you to navigate the entire trend until it is not strong enough, so you can compare it with fixed parameters such as Take Profit and Stop Loss. Take Profit and Stop Loss function: With this function you will be able to choose the most optimal parameters and see in real time the results in order to choose the best combination of parameters. Leverage : We have this function for the futures markets where you can check which is the most appropriate leverage for your operation. Trend Filter: allows you to take multiple entries in the same direction of the market. If the market crosses below the 200 moving average, it will take only short entries. If the market crosses above the 200 moving average, it will take only long entries. Timeframes Charting from 1 Hour, 4 Hour, Daily, Weekly, Weekly Markets :Booz Backtesting can be tested in Cryptocurrency, Stocks and Futures markets. Background Color : at a glance, you can see what cycle the market is in. Green background : Shows that the market is in a bullish cycle. Red background: Shows that the market is in a bearish cycle. Twitter Website
Pine Script™ strategy
by ArnoldTrader_
5 Minute Scalping StrategyTaking entrys based on the 1 minute timeframe MACD only taking longs when all emas are in the correct order and there is a bigger than usual MACD downtick and the RSI is above 51 only taking shorts when all emas are in the opposite order and there is a bigger than usual uptick on the MACD and the RSI is bellow 49 bigger than usual ticks are defined by bollinger bands around the Macd and the ticks have to be higher than 35 and lower than -10 you can change whatever setting you like to make the strategy more profitible. pls share when you find a more profitible setting than me the stoploss doesnt work correct if it would be hit in the same candle you enter the trade. pls share when you have a solution for this the stratagy is profitible when i backtested it for the last month, but i dont know how it will play out in the future, so you enter the signals at your own risk
Pine Script™ strategy
by Coachman0912
2
VXD SupercycleVXD is a brand new indicator and still developing. to minimize stop losses and overcome sideways market conditions, Higher Timeframe are recommended Trend lines -using Rolling VWAP as trend line to determined if Volume related to a certain price. -you can switch RVWAP to EMA in the setting ATR -trailing 12*ATR and 2.4 Mutiplier Pivot point and Rejected Block Pivot show last High and low of a price in past bars Rejected Block show when that High or Low price are important level to determined if it's Hidden Divergence or Divergence Symbols on chart show Premium and Discount Prices X-Cross - show potential reversal trend with weak volume . O-circle - show potential reversal trend with strong volume . Setting Momentum: RSI = 25 , RSI MA = 14 Trend: Rolling VWAP and ATR and Subhag Trailing STOP: ATR 12 x 2.4 Highlight Bars color when volume is above SMA 6 SMA200 act as TP Line Risk:Reward Calculation if Buy your Stoploss will be previous Pivot low if Sell your Stoploss will be previous Pivot high and will be calculated form there, then show TP in Orange color line VXD เป็นระบบเทรดที่ผมทดลองเอาหลาย ๆ ไอเดีย ทั้งจาก Youtube facebook และกลุ่มคนต่าง ๆ มารวบรวมไว้ แล้วตกผลึกขึ้นมาเป็นระบบนี้ ใน Timeframe ใหญ่ ๆ สามารถลากได้ทั้ง Cycle กันเลย Trend lines -ใช้ Rolling VWAP ของแอพ Tradingview (สามารถตั้งแค่าเป็น EMA ได้) ATR -ใช้ค่า ATR 12 Mutiplier 2.4 Pivot point and Rejected Block Pivot โชว์เส้น High low และมีผลกับออเดอร์ หากแท่งเทียนปิดทะลุเส้นนี้ Rejected Block วาดแนวรับ-ต้าน อัตโนมัติ ใช้ประกอบ RSI ว่ามี Divergence หรือไม่ สัญลักษณ์ต่าง ๆ X-Cross - แท่งกลืนกิน วอลุ่มน้อย O-circle - แท่งกลืนกิน มีวอลุ่ม Setting Momentum: RSI = 25 , RSI MA = 14 Trend: Rolling VWAP and ATR and Subhag Trailing STOP: ATR 12 x 2.4 Highlight Bars color when volume is above SMA 6 SMA200 act as TP Line Risk:Reward Calculation หาก Buy จุด SL จะอยู่ที่ Pivot low หาก Sell จุด SL จะอยู่ที่ Pivot high และระบบจะคำนวณจากตรงนั้น จากนั้นแสดงเป็นเส้น TP สีส้ม This Strategy Combined the following indicators and conditioning by me ATR , RSI , EMA , SMA Rolling VWAP - /script/ZU2UUu9T-Rolling-VWAP/ Regression Lines - Subhag form Subhag Ghosh /script/LHHBVpQu-Subhag-Ghosh-Algo-Version-for-banknifty/ Rejection Block , Pivots , High Volume Bars and PPDD form Super OrderBlock / FVG / BoS Tools by makuchaku & eFe /script/aZACDmTC-Super-OrderBlock-FVG-BoS-Tools-by-makuchaku-eFe/ ขอให้รวยครับ.
Pine Script™ strategy
by Vvaz_
11
Short Selling EMA Cross (By Coinrule)BINANCE:AVAXUSDT This short selling script works best in periods of downtrends and general bearish market conditions, with the ultimate goal to sell as the the price decreases further and buy back before a rebound. This script can work well on coins you are planning to hodl for long-term and works especially well whilst using an automated bot that can execute your trades for you. It allows you to hedge your investment by allocating a % of your coins to trade with, whilst not risking your entire holding. This mitigates unrealised losses from hodling as it provides additional cash from the profits made. You can then choose to to hodl this cash, or use it to reinvest when the market reaches attractive buying levels. Entry The exponential moving average ( EMA ) 20 and EMA 50 have been used for the variables determining the entry to the short. EMAs can operate better than simple moving averages due to the additional weighting placed on the most recent data points, whereas simple moving averages weight all the data the same. This means that price is tracked more closely and the most recent volatile moves can be captured and exploited more efficiently using EMAs. Our backtesting data revealed that the most profitable timeframe was the 30-minute timeframe, this also enabled a good frequency of trades and high profitability. A fast (shorter term) exponential moving average , in this strategy the EMA 20, crossing under a slow (longer term) moving average, in this example the EMA 50, signals the price of an asset has started to trend to the downside, as the most recent data signals price is declining compared to earlier data. The entry acts on this principle and executes when the EMA 20 crosses under the EMA 50. Enter Short: EMA 20 crosses under EMA 50. Exit This script utilises a take profit and stop loss for the exit. The take profit is set at -8% and the stop loss is set at +16% from the entry price. This would normally be a poor trade due to the risk:reward equalling 0.5. However, when looking at the backtesting data, the high profitability of the strategy (93.33%) leads to increased confidence and showcases the high probability of success according to historical data. The take profit (-8%) and the stop loss (+16%) of the strategy are widely placed to ensure the move is captured without being stopped out due to relief rallies. The stop loss also plays a role of mitigating losses and minimising risk of being stuck in a short position once there has been a fundamental trend reversal and the market has become bullish . Exit Short: -8% price decrease from entry price. OR Exit Short: +16% price increase from entry price. Tip: Research what coins have consistent and large token unlocks / highly inflationary tokenomics, and target these during bear markets to short as they will most likely have substantial selling pressure that outweighs demand - leading to declining prices. The strategy assumes each order is using 30% of the available coins to make the results more realistic and to simulate you only ran this strategy on 30% of your holdings. A trading fee of 0.1% is also taken into account and is aligned to the base fee applied on Binance. The backtesting data was recorded from December 1st 2021, just as the market was beginning its downtrend. We therefore recommend analysing the market conditions prior to utilising this strategy as it operates best on weak coins during downtrends and bearish conditions.
Pine Script™ strategy
by Coinrule
Boom Hunter + Hull Suite + Volatility Oscillator StrategyTRADE CONDITIONS Long entry: Boom Hunter (leading indicator): Trigger line crosses over Quotient 2 line (white cross over red) Hull Suite (trend confirmation): Price closed above hull suite line and hull suite is green (represented by horizontal line at -10 in strategy pane) Volatility Oscillator (volatility confirmation): Volatility spike trigger line is above upper band (represented by horizontal line at -30 in strategy pane) Short entry: Boom Hunter (leading indicator): Trigger line crosses under Quotient 2 line (white cross under red) Hull Suite (trend confirmation): Price closed below hull suite line and hull suite is red (represented by horizontal line at -10 in strategy pane) Volatility Oscillator (volatility confirmation): Volatility spike trigger line is below lower band (represented by horizontal line at -30 in strategy pane) Risk management: Each trade risks 3% of account (configurable in settings) SL size determined by swing low/high of previous X candles (configurable in settings) or 1 ATR if swing is less than 1 ATR TP is calculated by Risk:Reward ratio (configurable in settings) TIPS Timeframe: I have found good results running on BTC/USDT 5M chart Note: To help visual identification of trade entries and exits you may wish to add the Hull Suite and Volatility Oscillator to the chart separately. It was not possible to display them in a clear way within a single panel for the strategy. Make sure you set the settings of the auxiliary indicators to match what is in the settings of this indicator if you do decide to add them. CREDITS Boom Hunter Pro by veryfid Hull Suite by InSilico Volatility Oscillator by veryfid
Pine Script™ strategy
by kevinmck100
7
AlphaTrend For ProfitViewThis strategy is based on the AlphaTrend indicator by KivancOzbilgic A full description of this algorithm functionality may be found by clicking the linked image above. Changes and/or additions: It is now a backtestable strategy Updated alert trigger logic Easy integration with ProfitView to use this algorithm for automated trading When you create an alert, and you are using ProfitView, select " alert() function calls only " as the condition option. If you would rather set your own custom alert message, select " Order fills only " instead. There is a selectable setting in the options to trigger alert() function calls immediately, that you may use to see what text it will send.
Pine Script™ strategy
by treigen
1
PB Trend ScalperA moving average strategy using a long period RMA and a short period EMA. It has a trailing stop loss based on the previous higher high or lower low. It also has a no trade band surrounding the RMA whose thickness can be changed. Check out the settings to see what elements values can be changed. The strategy is set to use the whole balance on each trade currently. Leverage can be adjusted as well as take profit target as %. The default values are set up for the 1 hour on BTCUSD. These can be tweaked to suit any timeframe or market.
Pine Script™ strategy
by PatrickGwynBuckley
1
Combo 2/20 EMA & Bull And Bear Balance This is combo strategies for get a cumulative signal. First strategy This indicator plots 2/20 exponential moving average. For the Mov Avg X 2/20 Indicator, the EMA bar will be painted when the Alert criteria is met. Second strategy This new indicator analyzes the balance between bullish and bearish sentiment. One can cay that it is an improved analogue of Elder Ray indicator. To get more information please see "Bull And Bear Balance Indicator" by Vadim Gimelfarb. WARNING: - For purpose educate only - This script to change bars colors.
Pine Script™ strategy
by HPotter
1