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Trend Analysis

8 Day Extended Runs Inspired by Linda Bradford Raschke. Strategy suited to the US T-note (ZN1!) with a t-test of 4.06. The 5 day SMA is vital to Linda’s trend identification system. She’s done extensive testing and research using this indicator and has built models based on it. Linda used the 5 day SMA to determine that large outlier price moves happen in the direction of the trend in each market about 9-10 times per year. The powerful part about that number is that when the trend does persist, it can go on a long run, making this a trade with a high expected value. Note: the current exit criteria is sell 10 days after entry, users should experiment with different stop placements.
Pine Script® strategy
by Marcn5_
3
BarUpDn Long StrategyThis is a bar up/down strategy for going long only where you can specify how many bars up to buy and how many bars down to sell. It also has code to check and make sure the condition is still true when launching the official alert, which helps back testing and live results line up, however be sure to enter commission and slippage into the properties to accurately reflect profits. I added back testing date ranges to this so you can easily pull up and see back tested results for a certain date range. I also added a buy and sell message fields in the properties so you can launch alerts that will work with automated trading services. Simply enter your buy message and sell message into those fields in the properties and then when you create an alert enter {{strategy.order.alert_message}} into the alert body and it will dynamically pull in your buy and sell messages when it fires alerts.
Pine Script® strategy
by REV0LUTI0N
1
BarUpDn StrategyThis is a bar up/down strategy where you can specify how many bars up to buy and how many bars down to sell. It also has code to check and make sure the condition is still true when launching the official alert, which helps back testing and live results line up, however be sure to enter commission and slippage into the properties to accurately reflect profits. I added back testing date ranges to this so you can easily pull up and see back tested results for a certain date range. I also added a buy and sell message fields in the properties so you can launch alerts that will work with automated trading services. Simply enter your buy message and sell message into those fields in the properties and then when you create an alert enter {{strategy.order.alert_message}} into the alert body and it will dynamically pull in your buy and sell messages when it fires alerts.
Pine Script® strategy
by REV0LUTI0N
1
Up/Down Long StrategyThis is a consecutive bar up/down strategy for going long only where you can specify how many bars up to buy and how many bars down to sell. It also has code to check and make sure the condition is still true when launching the official alert, which helps back testing and live results line up, however be sure to enter commission and slippage into the properties to accurately reflect profits. I added back testing date ranges to this so you can easily pull up and see back tested results for a certain date range. I also added a buy and sell message fields in the properties so you can launch alerts that will work with automated trading services. Simply enter your buy message and sell message into those fields in the properties and then when you create an alert enter {{strategy.order.alert_message}} into the alert body and it will dynamically pull in your buy and sell messages when it fires alerts.
Pine Script® strategy
by REV0LUTI0N
Up/Down StrategyThis is a consecutive bar up/down strategy where you can specify how many bars up to buy and how many bars down to sell. It also has code to check and make sure the condition is still true when launching the official alert, which helps back testing and live results line up, however be sure to enter commission and slippage into the properties to accurately reflect profits. I added back testing date ranges to this so you can easily pull up and see back tested results for a certain date range. I also added a buy and sell message fields in the properties so you can launch alerts that will work with automated trading services. Simply enter your buy message and sell message into those fields in the properties and then when you create an alert enter {{strategy.order.alert_message}} into the alert body and it will dynamically pull in your buy and sell messages when it fires alerts.
Pine Script® strategy
by REV0LUTI0N
Moon Phases Strategy 2015 till 2021Moon Phases Strategy Thank you to Author: Dustin Drummond for allowing me to use his Moon Phase strategy code and modify it. I wanted to test out the accuracy of the moon phase. And I could not have done it without his code It was created to test the Moon Phase theory compared to just a buy and hold strategy. It buys on full Moon and sells on the new moon. I also have added the ability to add stop loss and target profit if anyone wants to tinker with it. This strategy uses hard-coded dates from 1/1/2015 until 12/31/2021 only! Any dates outside of that range need to be added manually in the code or it will not work. I may or may not update this so please don't be upset if it stops working after 12/31/2021. Feel free to use any part of this code and please let me know if you can improve on this strategy. Result: 50% accurate using data from 2015 till today. I find a buy and hold strategy to have outperformed the moon phase. It does have its value. It might be used as a confluence with other established indicators.
Pine Script® strategy
by Joy_Bangla
4
robotrading bodyThis is a very simple and universal strategy. Good for crypto. For BTC/USD, shitcoin/BTC. Strategy Long positions only. If the candle is falling and the candle body is 3 or more times the average candle body, then open a long position. If the candle is rising, we should close a long position. Short positions are not used. This is a counter-trend strategy. The average body of a candlestick is the arithmetic average of the bodies of the previous 100 bodies. Parameters The multiplier is the number of times the candlestick body should be bigger than the average candlestick body to get a signal to open a long position. Recommended - A timeframe of 4 hours to 1 day - Cryptocurrencies with large market capitalization - you can use coin/USD, coin/USDT, coin/BTC, coin/ETH, etc
Pine Script® strategy
by ROBO_Trading
2
DCA Bot Long/Short Thanks to @TheTradingParrot for the inspiration and knowledge shared. Thanks to @ericlin0122 for the original DCA Bot Emulator which is the backbone of this strategy. The script simulates DCA strategy with parameters used in 3commas DCA bots for futures trading. Experiment with parameters to find your trading setup. Beware how large your total leveraged position is and how far can market go before you get liquidated! Do that with the help of futures liquidation calculators you can find online! I`ve added: 1) an internal average price and profit calculating, instead of TV`s native one, which is subject to severe slippage. 2) I`ve built a graphic interface, so levels are clearly visible and back-test analyzing made easier. 3) now both Long & Short direction of the strategy exist. 4) trailing TP which was featured in the initial script has been removed because TV`s execution model makes it impossible to know how the real world trailing would have unfolded. 5) the table is self explanatory, and it is there to help you discover what happened and where. 6) vertical colored lines appear when the new maximum deviation from the original price has been reached All the trading happens with total account capital, and all order sizes inputs are expressed in percent. Known issues: When deviation is small, and the same candle triggers safety AND the close order, the initial orders are closed, but a new one opens on the next candle. This is "resolved" by closing the unwanted trade forcefully on the next candle, affecting profit calculating minimally and guaranteeing that what should be closed has been closed. The code could be improved through use of arrays, making the table flexible so the number of rows should be dynamic depending on the number of SOs. !!!!! IMPORTANT!!!!! This strategy script is made to receive a signal from an exterior study script, which should plot +100 for long or -100 for short entry (that is by default - values can be changed in the strategy settings menu). That plot should be found in "Enter Trigger" input dropdown menu at the bottom of strategy settings menu. Removing the "and trigger == long/short_trigger" condition from strategy entry conditions makes the strategy open trades ASAP. Cheers!
Pine Script® strategy
by fiddlah
59
Combo Backtest 123 Reversal & T3 Averages This is combo strategies for get a cumulative signal. First strategy This System was created from the Book "How I Tripled My Money In The Futures Market" by Ulf Jensen, Page 183. This is reverse type of strategies. The strategy buys at market, if close price is higher than the previous close during 2 days and the meaning of 9-days Stochastic Slow Oscillator is lower than 50. The strategy sells at market, if close price is lower than the previous close price during 2 days and the meaning of 9-days Stochastic Fast Oscillator is higher than 50. Second strategy This indicator plots the moving average described in the January, 1998 issue of S&C, p.57, "Smoothing Techniques for More Accurate Signals", by Tim Tillson. This indicator plots T3 moving average presented in Figure 4 in the article. T3 indicator is a moving average which is calculated according to formula: T3(n) = GD(GD(GD(n))), where GD - generalized DEMA (Double EMA) and calculating according to this: GD(n,v) = EMA(n) * (1+v)-EMA(EMA(n)) * v, where "v" is volume factor, which determines how hot the moving average’s response to linear trends will be. The author advises to use v=0.7. When v = 0, GD = EMA, and when v = 1, GD = DEMA. In between, GD is a less aggressive version of DEMA. By using a value for v less than1, trader cure the multiple DEMA overshoot problem but at the cost of accepting some additional phase delay. In filter theory terminology, T3 is a six-pole nonlinear Kalman filter. Kalman filters are ones that use the error — in this case, (time series - EMA(n)) — to correct themselves. In the realm of technical analysis, these are called adaptive moving averages; they track the time series more aggres-sively when it is making large moves. Tim Tillson is a software project manager at Hewlett-Packard, with degrees in mathematics and computer science. He has privately traded options and equities for 15 years. WARNING: - For purpose educate only - This script to change bars colors.
Pine Script® strategy
by HPotter
2
Average Highest High and Lowest Low Swinger StrategyThis is a full price action strategy designed for trending markets such as crypto and stocks. Its purely made on calculations for the highest high and lowest low using 2 different length , a faster and a slower one. With those we make multiple averages. Rules for entry: For long: our close of the candle is above both the average using fast and slow line For short: our close of the candle is below both the average using fast and slow line Rules for exit We always exit when we have an opposite order Caution This strategy use no risk management system, so be careful with it If you have any questions, let me know
Pine Script® strategy
by exlux
Combo Backtest 123 Reversal & Stochastic Crossover This is combo strategies for get a cumulative signal. First strategy This System was created from the Book "How I Tripled My Money In The Futures Market" by Ulf Jensen, Page 183. This is reverse type of strategies. The strategy buys at market, if close price is higher than the previous close during 2 days and the meaning of 9-days Stochastic Slow Oscillator is lower than 50. The strategy sells at market, if close price is lower than the previous close price during 2 days and the meaning of 9-days Stochastic Fast Oscillator is higher than 50. Second strategy This back testing strategy generates a long trade at the Open of the following bar when the %K line crosses below the %D line and both are above the Overbought level. It generates a short trade at the Open of the following bar when the %K line crosses above the %D line and both values are below the Oversold level. WARNING: - For purpose educate only - This script to change bars colors.
Pine Script® strategy
by HPotter
3
ICHIMOKU Crypto Swing StrategyThis is a crypto swing strategy designed for timeframes bigger than 1h. The main components are ICHOMOKU KDJ Average High Average Low Rules for entry For long: we have the ichimoku crosses between tenkan and baselines, we have a rising kdj line and at the same time we have a increase in the average high For short: we have the ichimoku crosses between tenkan and baselines, we have a falling kdj line and at the same time we have an increase in the average low Rules for exit We exit when we have inverse conditions than the initial ones used for entry. Caution This strategy does not use a risk management, so be careful with it ! If you have any questions let me know !
Pine Script® strategy
by exlux
3
MACD + DMI Scalping with Volatility Stop by (Coinrule)Trend-following strategies are cool because they allow you to catch potential high returns. The main limit of such strategies are: False signals > the asset is not experiencing a strong trend. The strategy gets stuck with a sideways move or, worst, with the beginning of a downtrend. The sell signal may come later than the actual top, leading in some cases to turn a trade in profit into a loss. This strategy tries to address these limitations to develop a trading system that optimises the entry and closes trade once the profit achieves a pre-set level. ENTRY The trading system uses the MACD and the DMI to confirm when is the best time for buying. Combining these two indicators prevents trading during downtrends and reduces the likelihood of getting stuck in a market with low volatility. The system confirms the entry when: The MACD histogram turns bullish. When the positive DMI is greater than the negative DMI, there are more chances that the asset is trading in a sustained uptrend. EXIT The strategy comes with a fixed take profit combined with a volatility stop, which acts as a trailing stop to adapt to the trend's strength. 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 3% The price crosses below the volatility stop. The best time frame for this strategy based on our backtest is the 3-hr . The 4-hr can work well. In general, this approach suits medium to long term strategies The strategy assumes each order to trade 30% of the available capital to make the results more realistic. 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.
Pine Script® strategy
by Coinrule
1
Swing Stock Market Multi MA Correlation This is a swing strategy adapted to stock market using correlation with either SP500 or Nasdaq, so its best to trade stocks from this region. Its components are Correlation Candle Fast moving average to choose from SMA , EMA , SMMA (RMA), WMA and VWMA Medium moving Average to choose from SMA , EMA , SMMA (RMA), WMA and VWMA Slow moving average to choose from SMA , EMA , SMMA (RMA), WMA and VWMA Rules for entry Long: fast ma > medium ma and medium ma > slow ma Short: fast ma< medium ma and medium ma < slow ma. Rules for exit We exit when we receive an inverse condition. Caution: This strategy use no risk management inside, so be careful with it . If you have any questions, let me know !
Pine Script® strategy
by exlux
2
WEEKLY BTC TRADING SCRYPTWeekly BTC Trading Scrypt(WBTS) This script is only suggested for cryptocurrencies and weekly buying strategy which is long term.Using it in another markets(e.g forex,stock,e.t.c) is not suggested. The thing makes it different than other strategies we try to understand bull and bear seasons and buying selected crypto currency as using formula if weekly closing value crossover eight weeks simple moving avarage buy,else if selected crypto currency's weekly closing value crossunder eight weeks simple avarage sell. Eight week moving avarage is also uses weekly closing prices but for being able to use this strategy ,trading pair must have more than eight candles in weekly chart otherwise the 8 weeks simple moving avarage value cannot be calculated and script does not work. This script has a chart called WBTS and it has following features: Strategy group consist of 3 inputs: 1)Source: Close by default. Our whole strategy uses close values. You can change it but not suggested. 2)Loss Ratio: Because of the cases like the circumstances that manipulates market or high volatility , sometimes graphic show wrong buying signals and this ratio saves user from big money looses(Note : This ratio will always work when selling condition occurs to make user take his profit or prevent him to loss more money because of a wrong positive comes from the indicator.) 3)Reward Ratio : When selling condition happens it will exit user with more profit(if price is already higher than buying point) otherwise it will dimunish loss a bit(if user is below of buying point) or prevents looses(if user is in buying point when selling condition happened. MA group consist of 2 inputs: COLOR:Specifies color of the moving avarage.It is equal to #FF3232by hex color code by default. LINE WIDTH: Specifies linewidth of the moving avarage. It is 2 by default. GRAPHIC group consist of 2 inputs: COLOR: It specifies the color of the line which consist of weekly closing prices. It is equal to #6666FF hex color code by default. LINE WIDTH: Specifies linewidth of the line which consist of weekly closing prices. It is 2 by default. STRATEGY EXECUTION YEAR: It will show the orders,profits and looses done by script after the input year giving in it.It is 2020 by default. The last feature is strategy equity,it is not in one of these groups. User should click on settings button on the WBTS indicator than chose Style section and there is a deactivated check box near in the plot section if user activate it, the equity line will show in indicator's graph. Logic of This Strategy:The story of this strategy began when I studied BTC's price movement from 2020 to today with 8 weeks simple moving avarage (it takes weekly closes as source) and weekly clossing values. I understood that there was a perfect interest between bull and bear market and following conditions: buy_condition=crossover(weekly_closing_values,8_week_simple_moving_avarage) sell_condition=crossover(weekly_closing_values,8_week_simple_moving_avarage) and I tried same thing on the same and bigger time frames("for example i studied how the strategy works from the beginning to today with bitcoin and what is our final equity") with bitcoin and other cryptocurrencies and this made me saw better the relation between giving conditions and general market psychology, however I also witnessed some wrong positives coming by script and used a risk reward ratio to save user and set risk reward ratio 1/3 after a research. For both conditions(buy_condition and sell_condition),when they are realised,script will alert users and an order will be triggered. Before finishing the description,from settings/properties/ user can set initial capital,base currency,order size and type,but it is 100000 for initial_amount and 1 contract for order size by default. In backtesting I used the options like the following example : Initial capital=1000 Base_curreny=USD Order size=40 USD Properties place must set different by every single user according to his or her capital and order size must not be higher than his total money because this script is not the best or a good script for derivatives. It is only written for long term-crypto spot trading and I strongly recommend to users that margin may cause bad results and please do not use it with any margin or any market different than crypto market. Thank you very much for reading)
Pine Script® strategy
by taberandwords
MarketGod for Tradingview(strategy)Fully Open Source Tv Market God Strategy. Good Luck Strategy Description MarketGod can be applied to any market, with any time-frame associated to it. The signals relay the alert at the close of the period, and the painted alert is then available to users to see on the chart or even set notifications for via tradingview's alert system. We recommend that users implement marketgod on their preferred time frames for trading, which for us is the 1h, 4h, 6h, 1D and above TFs. MarketGod Versioning The versions included with this release are the following MarketGod v1 MarketGod v2 MarketGod v3 MarketGod v4 MarketGod v5 MarketGod v6 MarketGod v7 MarketGod v8 MarketGodx² Ichimoku God Suggested Uses • MarketGod will inevitably produce false positives. We've taken steps to reduce this but we highly suggest you add this as a component of your strategy, not an end all be all • That said, please do not feel the need to fire a trade based solely on a marketgod signal, or to every signal it fires. • MarketGod users should backtest their strategy using OHLC candles for best results • Heikin Ashi candles were recomended in the past, and we have eliminated the need for them, meaning that traditional candlestick inputs will yield the highest results. • MarketGod will always give stronger alerts on higher TF's. If the 1-Day has fired a given signal and the 30 min or similar fire the opposite signal, know that the overall trend is still likely downward. Same concept applies to all timeframes on this tool. Adjusting the Filter Settings This tool has a noise filter for users to adjust. The filter is a percentage based calculation, between significant points in time. The filter ranges between .5 and 25, with .5 increments • For lower TFs ( IE Intraday), keep the filter set between .5-5 • Mid-TFs (4H,6H,12H,1D), the recommended range is between 5.5-10 • Higher TFs (3D and Higher), look for approx 11-20 range Customizations Customize the indicator by adjusting the colors in the style pane. Additionally, users can change the plots into labels with the price of close added to them, or a few other label text options, listed in the 'inputs' panel, below the filter adjustments. Users can also opt to turn the strategy orders as well, as this version will have them printed. Strategy Performance Interpretation Its important to understand the only metric that should be relevant is not the win %, as many may initially think. Alternatively, the only metric that matters in the end is your take home profit... meaning the profit one fees and taxes are accounted for. In our example here, the % brought back since the beginning of our window of 2018 is around 47% for $10,000 initial capital and 10% traded per position. Many are ignorant to the take home profit aspect as they focus solely on the winning %, which is ultimately incorrect approach to trading as a whole. as long as we maintain +30% (our goal minimum), the outcome being in the green, is our goal.
Pine Script® strategy
by Herif
10
Macd Divergence + MTF EMA MACD Divergence + Multi Time Frame EMA This Strategy uses 3 indicators: the Macd and two emas in different time frames The configuration of the strategy is: Macd standar configuration (12, 26, 9) in 1H resolution 10 periods ema, in 1H resolution 5 periods ema, in 15 minutes resolution We use the two emas to filter for long and short positions. If 15 minutes ema is above 1H ema, we look for long positions If 15 minutes ema is below 1H ema, we look for short positions We can use an aditional filter using a 100 days ema, so when the 15' and 1H emas are above the daily ema we take long positions Using this filter improves the strategy We wait for Macd indicator to form a divergence between histogram and price If we have a bullish divergence, and 15 minutes ema is above 1H ema, we wait for macd line to cross above signal line and we open a long position If we have a bearish divergence, and 15 minutes ema is below 1H ema, we wait for macd line to cross below signal line and we open a short position We close both position after a cross in the oposite direction of macd line and signal line Also we can configure a Take profit parameter and a trailing stop loss
Pine Script® strategy
by Trading_Solutions_
10
Pivot Reversal Strategy + alerts via TradingConnector to indicesSoftware part of algotrading is simpler than you think. TradingView is a great place to do this actually. To present it, I'm publishing each of the default strategies you can find in Pinescript editor's "built-in" list with slight modification - I'm only adding 2 lines of code, which will trigger alerts, ready to be forwarded to your broker via TradingConnector and instantly executed there. Alerts added in this script: 14 and 22. How it works: 1. TradingView alert fires. 2. TradingConnector catches it and forwards to MetaTrader4/5 you got from your broker. 3. Trade gets executed inside MetaTrader within 1 second of fired alert. When configuring alert, make sure to select "alert() function calls only" in CreateAlert popup. One alert per ticker is required. Adding stop-loss, take-profit, trailing-stop, break-even or executing pending orders is also possible. These topics have been covered in other example posts. This routing works for Forex, indices, stocks, crypto - anything your broker offers via their MetaTrader4 or 5. Disclaimer: This concept is presented for educational purposes only. Profitable results of trading this strategy are not guaranteed even if the backtest suggests so. By no means this post can be considered a trading advice. You trade at your own risk. If you are thinking to execute this particular strategy, make sure to find the instrument, settings and timeframe which you like most. You can do this by your own research only.
Pine Script® strategy
by Peter_O
4
Consecutive Up/Down Strat + alerts via TradingConnector to ForexSoftware part of algotrading is simpler than you think. TradingView is a great place to do this actually. To present it, I'm publishing each of the default strategies you can find in Pinescript editor's "built-in" list with slight modification - I'm only adding 2 lines of code, which will trigger alerts, ready to be forwarded to your broker via TradingConnector and instantly executed there. Alerts added in this script: 12 and 15. How it works: 1. TradingView alert fires. 2. TradingConnector catches it and forwards to MetaTrader4/5 you got from your broker. 3. Trade gets executed inside MetaTrader within 1 second of fired alert. When configuring alert, make sure to select "alert() function calls only" in CreateAlert popup. One alert per ticker is required. Adding stop-loss, take-profit, trailing-stop, break-even or executing pending orders is also possible. These topics have been covered in other example posts. This routing works for Forex, indices, stocks, crypto - anything your broker offers via their MetaTrader4 or 5. Disclaimer: This concept is presented for educational purposes only. Profitable results of trading this strategy are not guaranteed even if the backtest suggests so. By no means this post can be considered a trading advice. You trade at your own risk. If you are thinking to execute this particular strategy, make sure to find the instrument, settings and timeframe which you like most. You can do this by your own research only.
Pine Script® strategy
by Peter_O
2