เริ่มกันเลย

ค่าเฉลี่ยเคลื่อนที่แบบเอกซ์โพเนนเชียล (EMA)

Risk Management Strategy TemplateThis strategy is intended to be used as a base template for building new strategies. It incorporates the following features: Risk management: Configurable X% loss per stop loss Configurable R:R ratio Trade entry: Calculated position size based on risk tolerance Trade exit: Stop Loss currently configurable ATR multiplier but can be replaced based on strategy Take Profit calculated from Stop Loss using R:R ratio Backtesting: Configurable backtesting range by date Trade drawings: TP/SL boxes drawn for all trades. Can be turned on and off Trade exit information labels. Can be turned on and off NOTE: Trade drawings will only be applicable when using overlay strategies Debugging: Includes section with useful debugging techniques Strategy conditions Trade entry: LONG C1: Price is above EMA line C2: RSI is crossing out of oversold area SHORT C1: Price is below EMA line C2: RSI is crossing out of overbought area Trade exit: Stop Loss: Stop Loss ATR multiplier is hit Take Profit: R:R multiplier * Stop Loss is hit The idea is to use RSI to catch pullbacks within the main trend. Note that this strategy is intended to be a simple base strategy for building upon. It was not designed to be traded in its current form.
กลยุทธ์ Pine Script®
โดย kevinmck100
10
oussamacryptoWhat Is an Exponential Moving Average (EMA)? An exponential moving average (EMA) is a type of moving average (MA) that places a greater weight and significance on the most recent data points. The exponential moving average is also referred to as the exponentially weighted moving average. An exponentially weighted moving average reacts more significantly to recent price changes than a simple moving average simple moving average (SMA), which applies an equal weight to all observations in the period.
กลยุทธ์ Pine Script®
โดย xoussamachoubix
DCA After Downtrend (by BHD_Trade_Bot)The purpose of the strategy is to identify the end of a short-term downtrend . So that you can easily to DCA certain amount of money for each month. ENTRY The buy orders are placed on a monthly basis for assets at the end of a short-term downtrend: - Each month condition: In 1-hour time frame, each month has 240 candles - The end of short-term downtrend condition: use MACD for less delay CLOSE The sell orders are placed when: - Is last bar The strategy use $1000 and trading fee is 0.1% for each order. Pro tip: The 1-hour time frame for TSLA has the best results on average: - Total spent: $1000 x 85 = $85,000 - Total profit: $790,556
กลยุทธ์ Pine Script®
โดย BHD_Trade_Bot
Strategy Myth-Busting #2 - Braid Filter+ADX+EMA-Trend - [MYN]This is part of a new series we are calling "Strategy Myth-Busting" where we take open public manual trading strategies and automate them. The goal is to not only validate the authenticity of the claims but to provide an automated version for traders who wish to trade autonomously. Our second one we are automating is the " Braid Filter: The Indicator That Will Make You a Fortune ( Crazy Win Rate ! ) " strategy from " TradeIQ " who claims to have backtested this manually and achieved 453% profit with a 75% winrate over 100 trades in just a few months. I was unable to emulate these results accommodating for slippage and commission but this strategy does fair pretty well at least compared to the first one we automated. If you know of or have a strategy you want to see myth-busted or just have an idea for one, please feel free to message me. This strategy uses a combination of 3 open-source public indicators: Braid Filter by Robert Hill CM_EMA Trend Bars by Chris Moody ADX and DI for V4 by Trend Bars by BeikabuOyaji Trading Rules 15 min candles but other time-frames seem to work well too. Long 1) Buy Price action above moving average. (bars are green) 2) Braid filter must issue a new green bar 3) ADX must be above the 20 level and be pointed up, If flat or downwards, don't enter trade (adjust ADX Slope to increase/decrease the incline of the slope) 4) Stop loss at the moving average or recent swing low. Short 1) Buy Price action below moving average. (bars are red) 2) Braid filter must issue a new red bar 3) ADX must be above the 20 level and be pointed up, If flat or downwards, don't enter trade (adjust ADX Slope to increase/decrease the incline of the slope) 4) Stop loss at the moving average or recent swing high. Target 1.5x the risk
กลยุทธ์ Pine Script®
โดย myncrypto
16
ALMA/EMA/SRSI Strategy + IndicatorBack with another great high hit rate strategy!! Disclaimer* This strategy was sampled using source code written by @ClassicScott , as referred to in the script, there is a clear line where the source code was scripted by myself. This Strategy consists of three key factors, the ALMA, EMA crossover, and a Stochastic Rsi ALMA: The Alma is the step line shown, turning green and red at select times. This average value gives general oversight of the macro movement of price action. and this particular one was coded by Mr.ClassicScott. EMA crossover: At the input screen you are given an option of the fast and slow ema's. The default is solely for the hit rate and correlation to the Alma of this strategy. The arrows you see depicted on the chart are the crossover events happening. Stochastic Rsi: The Stochastic Rsi is a stochastic value, using data sampled from the rsi. The use of this indicator in my strategy is to prevent entries when too overbought and oversold, as well as closures and vice versa, to prevent holding bags either way. Fixed % TP: In the input screen you are given a take profit and stop loss percentage, for good R/R the hit rate will take a notch down, but with no R/R it will be near perfect. How to use this: Add it to your chart to get the strategy inputs. (The strategy is really only useful on a 15min TF. However the indicator within it can be used on anything at anytime!) Watch the yellow and aqua moving averages, these are your ema's and crossover's will trigger signals based on your integer inputs. Find Correlation between other leading indicators, as well as crossover's down/up and a red/green alma. DO NOT use the arrows as buy/sell signals. These are simply to show ema's are crossing under or over. Momentum indicator's paired with this can be useful to determine if it could be a buy signal or sell signal. Cheat Code's Notes: Almost at 1000 boosts!!! I appreciate the support from everyone and I will keep trying my best to deliver quality strategies for the people. -Cheat Code BYBIT:BTCUSDT
กลยุทธ์ Pine Script®
โดย CheatCode1
16
Take Profit On Trend v2 (by BHD_Trade_Bot)The purpose of strategy is to detect long-term uptrend and short-term downtrend so that you can easy to take profit. The strategy also using BHD unit to detect how big you win and lose, so that you can use this strategy for all coins without worry about it have different percentage of price change. ENTRY The buy order is placed on assets that have long-term uptrend and short-term downtrend: - Long-term uptrend condition: ema200 is going up - Short-term downtrend condition: 2 last candles are down price (use candlestick for less delay) CLOSE The sell order is placed when take profit or stop loss: - Take profit: price increase 2 BHD unit - Stop loss: price decrease 3 BHD unit The strategy use $1000 for initial capital and trading fee is 0.1% for each order. Pro tip: The 1-hour time frame for ETH/USDT has the best results on average.
กลยุทธ์ Pine Script®
โดย BHD_Trade_Bot
2
Bitcoin Scalping Strategy (Sampled with: PMARP+MADRID MA RIBBON) DISCLAIMER: THE CONTENT WITHIN THIS STRATEGY IS CREATED FROM TWO INDICATORS CREATED BY TWO PINESCRIPTER'S. THE STRATEGY WAS EXECUTED BY MYSELF AND REVERSE-ENGINEERED TO MEET THE CONDITIONS OF THE INTENDED STRATEGY REQUESTOR. I DO NOT TAKE CREDIT FOR THE CONTENT WITHIN THE ESTABLISHED LINES MADE CLEAR BY MYSELF. The Sampled Scripts and creators: PMAR/PMARP by @The_Caretaker Link to original script: Madrid MA RIBBON BAR by @Madrid Link to original script: Cheat Code's strategy notes: This sampled strategy (Requested by @elemy_eth) is one combining previously created studies. I reverse-engineered the local scope for the Madrid moving average color plots and set entry and exit conditions for certain criteria met. This strategy is meant to deliver an extremely high hit rate on a daily time frame. This is made possible because of the very low take profit percentage, during the context of a macro downtrend it is made easier to hit 1-3% scalps which is made visible with the strategy using sampled scripts I created here. How it works: Entry Conditions: -Enter Long's if the lime color conditions are met true using the script detailed by Marid's MA - No re-entry into positions needs to be met true (this prevents pyramiding of orders due to conditions being met true) applicable to both long and short side entries. - To increase hit rate and prevent traps both the parameters of rsi being sub 80 and no previously engulfing candles need to be met true to enter a long position. - Enter Short's if the red color conditions of Madrid's moving average are met true. - Closing Long positions are typically not met within this indicator, however, it still sometimes triggers if necessary. This consists of a pmarp sub 99 and a position size greater than 0.0 - Closing Short positions are typically not met within this indicator, however, it still sometimes triggers if necessary. This consists of a pmarp over 01 and a position size less than 0.0 - Stop Loss: 27.75% Take Profit: 1% (Which does not trigger on ticks over 1% so you will see average trade profits greater than 1%) BYBIT:BTCUSDT BINANCE:BTCUSDT COINBASE:BTCUSD Best Of Luck :) -CheatCode1
กลยุทธ์ Pine Script®
โดย CheatCode1
14
MAPM-V1Greetings dear traders! I would like to introduce you the script for testing the strategy by crossing two signal EMAs based on the MACD indicator. In the strategy itself: The entry is made as a percentage of the deposit by EMA crossings. There are additional purchases, they are set from the entry price for a given percentage in the opposite direction of the transaction. The distance in percentage from the entry price, on which the additional purchase is exposed, is set in the StepAddPurchases parameter. The Martingale parameter increases the initially purchased amount of the base traded cryptocurrency in each additional purchase. The essence of the strategy is to trade a large number of pairs in order to diversify risks and obtain a stable income. It is desirable to enter each trading pair with a small percentage of the deposit. The optimization result shows the trading result for the period of 5000 bars (the platform does not give more history) on 10% of the deposit for the first transaction, the addition will also take place on initially bought amount of base traded cryptocurrency, multiplied by the martingale parameter, raised by the number of addition. The strategy will still be updated, so see you soon!
กลยุทธ์ Pine Script®
โดย TradingSoft_tech
3
J2S Backtest: 123-Stormer StrategyThis backtest presents the 123-Stormer strategy created by trader Alexandre Wolwacz "Stormer". The strategy is advocates and shared by the trader through his YouTube channel without restrictions. Note : This is not an investment recommendation. The purpose of this study is only to share knowledge with the community on tradingview. What is the purpose of the strategy? The strategy is to buy the 123-Stormer pattern at the bottom of an uptrend and sell the 123-Stormer pattern at the top of a downtrend, aiming for a short stop for a long profit target. To which timeframe of a chart is it applicable to? Recommended for weekly and daily charts, as the signals are more reliable, being that strategy a good option for swing and position trading. What about risk management and success rate? The profit target is established by the author as being twice the risk assumed. Also according to the author, the strategy is mathematically positive, reaching around 65% of success rate in tradings. How are the trends identified in this strategy? Two averages are plotted to indicate the trend, a fast EMA average with an 8-week close and a slow EMA average with an 80-week close. Uptrend happens whenever the fast EMA is above the slow EMA and prices are above the fast EMA. In this case, we should start looking for a LONG entry based on the signal of the 123-Stromer pattern to buying. On the other hand, downtrend happens when the fast EMA is below the slow EMA and prices are below the fast EMA. In this case, we should start looking for a SHORT entry based on the signal of the 123-Stromer pattern to selling. How to identify the 123-Stormer pattern for a LONG entry? This pattern consists of three candles. The first candle has a higher low than the second candle's low, and the third candle has a higher low than the second candle's low. In this pattern, we will buy as soon as a trade occurs above the third candle's high, placing a stop as soon as a trade occurs below the second candle's low, with profit target twice the risk assumed. In another words, the amplitude of the prices of the three candles from the third candle’s high upwards. (you can use fibonacci extension to determine your stops and profit targets). Importantly, the low of the three candles must be above the fast EMA average and in an uptrend. How to identify the 123-Stormer pattern for a SHORT entry? This pattern consists of three candles. The first candle has a lower high than the second candle's high, and the third candle has a lower high than the second candle's high. In this pattern, we will sell as soon as a trade occurs below the third candle's low, placing a stop as soon as a trade occurs above the second candle's high, with profit target twice the risk assumed. In other words, the amplitude of prices of the three candles from the third candle’s low down (you can use fibonacci extension to determine your stops and profit targets). Importantly, the high of the three candles must be below the fast average and in a downtrend. Tips and tricks According to the author, the best signal for both LONG or SHORT entry is when the third candle is a inside bar of second candle. Backtest features Backtest parameters are fully customizable. The user chooses to validate only LONG or SHORT entries, or both. It is also possible to determine the specific time period for running the backtests, as well as setting a threshold in candels for entry by the 123-Stormer pattern. Furthermore, for validation purposes, you can choose to activate the best signal of the pattern recommended by the author of the strategy, as well as change the values of the EMA averages or even deactivate them. Final message Feel free to provide me with any improvement suggestions for the backtest script. Bear in mind, feel free to use the ideas in my script in your studies.
กลยุทธ์ Pine Script®
โดย julianossilva
2
ComiCo - Joel on Crypto - MACD ScalpingThis is a modified (hopefully improved) version of the "Joel on Crypto - MACD Scalping" indicator. It got turned into a strategy, and added some extra filters, like number of trades after EMA cross, minimal EMA distance (EMA 50's distance from the EMA 200). It is just an experiment to see how good this scalping strategy can get. Play around with it and let me know if you found good settings, or just have a comment on it. I could get fairly good results on BTCUSDT 5m with these settings (all others left on default values): Ticks Avg. Multiplier = 1.4 Max trades after EMA cross = 16 Limit Price Difference = 0 Take Profit = 0.0065 Stop Loss = 0.0085 Min EMA difference = 110 Pyramiding = 3
กลยุทธ์ Pine Script®
โดย bkomoroczy
29
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
กลยุทธ์ Pine Script®
โดย 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.
กลยุทธ์ Pine Script®
โดย Coinrule
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.
กลยุทธ์ Pine Script®
โดย 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
กลยุทธ์ Pine Script®
โดย 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
กลยุทธ์ Pine Script®
โดย 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.
กลยุทธ์ Pine Script®
โดย 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.
กลยุทธ์ Pine Script®
โดย Coinrule
Three EMAs Trend-following Strategy (by Coinrule)Trend-following strategies are great because they give you the peace of mind that you're trading in line with the market. However, by definition, you're always following. That means you're always a bit later than your want to be. The main challenges such strategies face are: Confirming that there is a trend Following the trend, hopefully, early enough to catch the majority of the move Hopping off the trade when it seems to have run its course This EMA Trend-following strategy attempts to address such challenges while allowing for a dynamic stop loss. ENTRY The trading system requires three crossovers on the same candle to confirm that a new trend is beginning: Price crossing over EMA 7 Price crossing over EMA 14 Price crossing over EMA 21 The first benefit of using all three crossovers is to reduce false signals. The second benefit is that you know that a strong trend is likely to develop relatively soon, with the help of the fast setup of the three EMAs. EXIT The strategy comes with a fixed take profit and a volatility stop, which acts as a trailing stop to adapt to the trend's strength. That helps you get out of the way as soon as market conditions change. Depending on your long-term confidence in the asset, you can edit the fixed take profit to be more conservative or aggressive. The position is closed when: The price increases by 4% The price crosses below the volatility stop. The best time frame for this strategy based on our backtest is the 4-hr. Shorter timeframes can also work well, although they exhibit larger volatility in their returns. In general, this approach suits medium timeframes. A trading fee of 0.1% is taken into account. The fee is aligned to the base fee applied on Binance, which is the largest cryptocurrency exchange.
กลยุทธ์ Pine Script®
โดย Coinrule
3
Moving Average Crossover StrategyThe Moving Average Crossover indicator uses 3 moving averages (2 simple moving averages and 1 exponential moving average ) to signal long and short opportunities based on moving average crossovers. This strategy serves as a backtest to that indicator. By taking entry and exit positions based on moving average crossovers, we are able to project profit with this script. You are given the option to select which moving average crossings trigger entry and exit signals. Fast refers to an EMA which should be your shortest MA. Slow refers to the first SMA which will serve as a signal line. Trend refers to a long SMA which will help determine if you should take long positions or short. You can also filter by extra conditions such as minimum volume or RSI. For example, you may have the script trigger a buy signal if the 5ema crosses the 20 sma while RSI reads 60 and sell if it crosses again. This strategy starts with $100,000 and uses 10% of the account per trade.
กลยุทธ์ Pine Script®
โดย Decam9
5