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Buy/Sell Signal Template/Boilerplate Strategy [MyTradingCoder]This script allows the user to connect an external indicator output/plot value to allow for a no-code solution to setup a simple buy/sell signal strategy. For those of you who do not know how to program, do not be intimidated as this is a very easy setup process. Maybe you want to buy when the 'RSI' value drops below '30' and then sell when the 'RSI' value climbs above '70', but you don't want to code it. You can do that with this indicator along with thousands of others found on the free TradingView indicator library. Step #1: Put the strategy on the chart. Step #2: Apply a secondary indicator onto the chart, such as an RSI . Step #3: Open the strategy settings and change the source to the RSI Step #4: Change the 'Signal Settings' to match when you want a buy, or a sell. For example, if you want to get a buy signal when the RSI crosses above 50, and get a sell when it crosses below 50, set the 'buy value' to 50, and the 'buy type' to greater than, then set the 'sell value' to 50 and the 'sell type' to less than. BOOM! It works :)
Strategia Pine Script®
di JacobMagleby
Buy&Sell Strategy depends on AO+Stoch+RSI+ATR by SerdarYILMAZThis strategy is just for training, its purpose is just learning code in pine script. Don't make buy or sell decision with this strategy. Turkish/Turkce Bu strateji sadece pine script'te kodlamanın nasıl yapildigini ogrenmek icindir. Bu stratejiye dayanarak, kesinlikle al-sat islemleri yapmayin. How it works? When RSI and Stoch are in oversold area and if awesome osc. turns positive, take long position. Stop loss and take profit levels were defined with ATR ind. When RSI and Stoch are in overbought are and if awesome osc. turns negative, take short position. Stop loss and take profit levels were defined with ATR ind. Turkish/Turkce RSI ve Stoch asiri satım bölgesinde iken awesome pozitife döner ise long pozisyon açar, zarar kes ve kar al seviyeleri ATR indikatoru ile tanımlandı. RSI ve Stoch asırı alım bölgesinde iken awesome negatife döner ise short pozisyon açar, zarar kes ve kar al seviyeleri ATR indikatoru ile tanımlandı.
Strategia Pine Script®
di SerdarYILMAZ
36
Buy Sell Strategy With Z-Score [TradeDots]The "Buy Sell Strategy With Z-Score" is a trading strategy that harnesses Z-Score statistical metrics to identify potential pricing reversals, for opportunistic buying and selling opportunities. HOW DOES IT WORK The strategy operates by calculating the Z-Score of the closing price for each candlestick. This allows us to evaluate how significantly the current price deviates from its typical volatility level. The strategy first takes the scope of a rolling window, adjusted to the user's preference. This window is used to compute both the standard deviation and mean value. With these values, the strategic model finalizes the Z-Score. This determination is accomplished by subtracting the mean from the closing price and dividing the resulting value by the standard deviation. This approach provides an estimation of the price's departure from its traditional trajectory, thereby identifying market conditions conducive to an asset being overpriced or underpriced. APPLICATION Firstly, it is better to identify a stable trading pair for this technique, such as two stocks with considerable correlation. This is to ensure conformance with the statistical model's assumption of a normal Gaussian distribution model. The ideal performance is theoretically situated within a sideways market devoid of skewness. Following pair selection, the user should refine the span of the rolling window. A broader window smoothens the mean, more accurately capturing long-term market trends, while potentially enhancing volatility. This refinement results in fewer, yet precise trading signals. Finally, the user must settle on an optimal Z-Score threshold, which essentially dictates the timing for buy/sell actions when the Z-Score exceeds with thresholds. A positive threshold signifies the price veering away from its mean, triggering a sell signal. Conversely, a negative threshold denotes the price falling below its mean, illustrating an underpriced condition that prompts a buy signal. Within a normal distribution, a Z-Score of 1 records about 68% of occurrences centered at the mean, while a Z-Score of 2 captures approximately 95% of occurrences. The 'cool down period' is essentially the number of bars that await before the next signal generation. This feature is employed to dodge the occurrence of multiple signals in a short period. DEFAULT SETUP The following is the default setup on EURUSD 1h timeframe Rolling Window: 80 Z-Score Threshold: 2.8 Signal Cool Down Period: 5 Commission: 0.03% Initial Capital: $10,000 Equity per Trade: 30% RISK DISCLAIMER Trading entails substantial risk, and most day traders incur losses. All content, tools, scripts, articles, and education provided by TradeDots serve purely informational and educational purposes. Past performances are not definitive predictors of future results.
Strategia Pine Script®
di tradedots
8
Buy&Sell Bullish Engulfing - The Quant Science🇺🇸 GENERAL OVERVIEW Buy&Sell Bullish Engulfing - The Quant Science It is a Buy&Sell strategy based on the 'Bullish Engulfing' candlestick pattern. The main goal of the strategy is to achieve a consistent and sustainable return over time, with a manageable level of risk. Bullish Engulfing The template was developed at the top of the Indicator provided by TradingView called 'Engulfing - Bullish'. ENTRY AND EXIT CRITERIA Entry: A single long order is opened when the candlestick pattern is formed, and the percentage size of the order (%) is fixed by the trader through the user interface. Exit: The long trade is closed on a percentage equity take profit-stop loss. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 🇮🇹 PANORAMICA GENERALE Buy&Sell Bullish Engulfing - The Quant Science è una strategia Buy&Sell basata sul candlestick pattern 'Bullish Engulfing'. L'obiettivo principale della strategia è ottenere un ritorno costante e sostenibile nel tempo, con un livello gestibile di rischio. Bullish Engulfing Il template è stato sviluppato al top dell' Indicatore fornito da Trading View chiamato 'Engulfing - Bullish'. CRITERI DI ENTRATA E USCITA Entrata: viene aperto un singolo ordine long quando si forma il candlestick pattern, la size percentuale dell'ordine (%) viene selezionato tramite l'interfaccia utente dal trader. Uscita: la chiusura della posizione avviene unicamente tramite un take profit-stop loss percentuale calcolato sul capitale.
Strategia Pine Script®
di thequantscience
6
Chande Momentum Oscillator (CMO) Buy Sell Strategy [TradeDots]The "Chande Momentum Oscillator (CMO) Buy Sell Strategy" leverages the CMO indicator to identify short-term buy and sell opportunities. HOW DOES IT WORK The standard CMO indicator measures the difference between recent gains and losses, divided by the total price movement over the same period. However, this version of the CMO has some limitations. The primary disadvantage of the original CMO is its responsiveness to short-term volatility, making the signals less smooth and more erratic, especially in fluctuating markets. This instability can lead to misleading buy or sell signals. To address this, we integrated the concept from the Moving Average Convergence Divergence (MACD) indicator. By applying a 9-period exponential moving average (EMA) to the CMO line, we obtained a smoothed signal line. This line acts as a filter, identifying confirmed overbought or oversold states, thereby reducing the number of false signals. Similar to the MACD histogram, we generate columns representing the difference between the CMO and its signal line, reflecting market momentum. We use this momentum indicator as a criterion for entry and exit points. Trades are executed when there's a convergence of CMO and signal lines during an oversold state, and they are closed when the CMO line diverges from the signal line, indicating increased selling pressure. APPLICATION Since the 9-period EMA smooths the CMO line, it's less susceptible to extreme price fluctuations. However, this smoothing also makes it more challenging to breach the original +50 and -50 benchmarks. To increase trading opportunities, we've tightened the boundary ranges. Users can customize the target benchmark lines in the settings to adjust for the volatility of the underlying asset. The 'cool down period' is essentially the number of bars that await before the next signal generation. This feature is employed to dodge the occurrence of multiple signals in a short period. DEFAULT SETUP Commission: 0.01% Initial Capital: $10,000 Equity per Trade: 80% Signal Cool Down Period: 5 RISK DISCLAIMER Trading entails substantial risk, and most day traders incur losses. All content, tools, scripts, articles, and education provided by TradeDots serve purely informational and educational purposes. Past performances are not definitive predictors of future results.
Strategia Pine Script®
di tradedots
2
Multi Timeframe RSI Buy Sell Strategy [TradeDots]The "Multi Timeframe RSI Buy/Sell Strategy" is a trading strategy that utilizes Relative Strength Index (RSI) indicators from multiple timeframes to provide buy and sell signals. This strategy allows for extensive customization, supporting up to three distinct RSIs, each configurable with its own timeframe, length, and data source. HOW DOES IT WORK This strategy integrates up to three RSIs, each selectable from different timeframes and customizable in terms of length and source. Users have the flexibility to define the number of active RSIs. These selections visualize as plotted lines on the chart, enhancing interpretability. Users can also manage the moving average of the selected RSI lines. When multiple RSIs are active, the moving average is calculated based on these active lines' average value. The color intensity of the moving average line changes as it approaches predefined buying or selling thresholds, alerting users to potential signal generation. A buy or sell signal is generated when all active RSI lines simultaneously cross their respective threshold lines. Concurrently, a label will appear on the chart to signify the order placement. For those preferring not to display order information or activate the strategy, an "Enable backtest" option is provided in the settings for toggling activation. APPLICATION The strategy leverages multiple RSIs to detect extreme market conditions across various timeframes without the need for manual timeframe switching. This feature is invaluable for identifying divergences across timeframes, such as detecting potential short-term reversals within broader trends, thereby aiding traders in making better trading decisions and potentially avoiding losses. DEFAULT SETUP Commission: 0.01% Initial Capital: $10,000 Equity per Trade: 60% RISK DISCLAIMER Trading entails substantial risk, and most day traders incur losses. All content, tools, scripts, articles, and education provided by TradeDots serve purely informational and educational purposes. Past performances are not definitive predictors of future results. TradeDots Stochastic Z-Score
Strategia Pine Script®
di tradedots
9
Optimized Heikin Ashi Strategy with Buy/Sell OptionsStrategy Name: Optimized Heikin Ashi Strategy with Buy/Sell Options Description: The Optimized Heikin Ashi Strategy is a trend-following strategy designed to capitalize on market trends by utilizing the smoothness of Heikin Ashi candles. This strategy provides flexible options for trading, allowing users to choose between Buy Only (long-only), Sell Only (short-only), or using both in alternating conditions based on the Heikin Ashi candle signals. The strategy works on any market, but it performs especially well in markets where trends are prevalent, such as cryptocurrency or Forex. This script offers customizable parameters for the backtest period, Heikin Ashi timeframe, stop loss, and take profit levels, allowing traders to optimize the strategy for their preferred markets or assets. Key Features: Trade Type Options: Buy Only: Enter a long position when a green Heikin Ashi candle appears and exit when a red candle appears. Sell Only: Enter a short position when a red Heikin Ashi candle appears and exit when a green candle appears. Stop Loss and Take Profit: Customizable stop loss and take profit percentages allow for flexible risk management. The default stop loss is set to 2%, and the default take profit is set to 4%, maintaining a favorable risk/reward ratio. Heikin Ashi Timeframe: Traders can select the desired timeframe for Heikin Ashi candle calculation (e.g., 4-hour Heikin Ashi candles for a 1-hour chart). The strategy smooths out price action and reduces noise, providing clearer signals for entry and exit. Inputs: Backtest Start Date / End Date: Specify the period for testing the strategy’s performance. Heikin Ashi Timeframe: Select the timeframe for Heikin Ashi candle generation. A higher timeframe helps smooth the trend, which is beneficial for trading lower timeframes. Stop Loss (in %) and Take Profit (in %): Enable or disable stop loss and take profit, and adjust the levels based on market conditions. Trade Type: Choose between Buy Only or Sell Only based on your market outlook and strategy preference. Strategy Performance: In testing with BTC/USD, this strategy performed well in a 4-hour Heikin Ashi timeframe applied on a 1-hour chart over a period from January 1, 2024, to September 12, 2024. The results were as follows: Initial Capital: 1 USD Order Size: 100% of equity Net Profit: +30.74 USD (3,073.52% return) Percent Profitable: 78.28% of trades were winners. Profit Factor: 15.825, indicating that the strategy's profitable trades far outweighed its losses. Max Drawdown: 4.21%, showing low risk exposure relative to the large profit potential. This strategy is ideal for both beginner and advanced traders who are looking to follow trends and avoid market noise by using Heikin Ashi candles. It is also well-suited for traders who prefer automated risk management through the use of stop loss and take profit levels. Recommended Use: Best Markets: This strategy works well on trending markets like cryptocurrency, Forex, or indices. Timeframes: Works best when applied to lower timeframes (e.g., 1-hour chart) with a higher Heikin Ashi timeframe (e.g., 4-hour candles) to smooth out price action. Leverage: The strategy performs well with leverage, but users should consider using 2x to 3x leverage to avoid excessive risk and potential liquidation. The strategy's low drawdown allows for moderate leverage use while maintaining risk control. Customization: Traders can adjust the stop loss and take profit percentages based on their risk appetite and market conditions. A default setting of a 2% stop loss and 4% take profit provides a balanced risk/reward ratio. Notes: Risk Management: Traders should enable stop loss and take profit settings to maintain effective risk management and prevent large drawdowns during volatile market conditions. Optimization: This strategy can be further optimized by adjusting the Heikin Ashi timeframe and risk parameters based on specific market conditions and assets. Backtesting: The built-in backtesting functionality allows traders to test the strategy across different market conditions and historical data to ensure robustness before applying it to live trading. How to Apply: Select your preferred market and chart. Choose the appropriate Heikin Ashi timeframe based on the chart's timeframe. (e.g., use 4-hour Heikin Ashi candles for 1-hour chart trends). Adjust stop loss and take profit based on your risk management preference. Run backtesting to evaluate its performance before applying it in live trading. This strategy can be further modified and optimized based on personal trading style and market conditions. It’s important to monitor performance regularly and adjust settings as needed to align with market behavior.
Strategia Pine Script®
di markontie
8
Trend Following Parabolic Buy Sell Strategy [TradeDots]The Trend Following Parabolic Buy-Sell Strategy leverages the Parabolic SAR in combination with moving average crossovers to deliver buy and sell signals within a trend-following framework. This strategy synthesizes proven methodologies sourced from various trading tutorials available on platforms such as YouTube and blogs, enabling traders to conduct robust backtesting on their selected trading pairs to assess the strategy's effectiveness. HOW IT WORKS This strategy employs four key indicators to orchestrate its trading signals: 1. Trend Alignment: It first assesses the relationship between the price and the predominant trendline to determine the directional stance—taking long positions only when the price trends above the moving average, signaling an upward market trajectory. 2. Momentum Confirmation: Subsequent to trend alignment, the strategy looks for moving average crossovers as a confirmation that the price is gaining momentum in the direction of the intended trades. 3. Signal Finalization: Finally, buy or sell signals are validated using the Parabolic SAR indicator. A long order is validated when the closing price is above the Parabolic SAR dots, and similarly, conditions are reversed for short orders. 4. Risk Management: The strategy institutes a fixed stop-loss at the moving average trendline and a take-profit level determinable by a prefixed risk-reward ratio calculated from the moving average trendline. These parameters are customizable by the users within the strategy settings. APPLICATION Designed for assets exhibiting pronounced directional momentum, this strategy aims to capitalize on clear trend movements conducive to achieving set take-profit targets. As a lagging strategy that waits for multiple confirmatory signals, entry into trades might occasionally lag beyond optimal timing. Furthermore, in periods of consolidation or sideways movement, the strategy may generate several false signals, suggesting the potential need for additional market condition filters to enhance signal accuracy during volatile phases. DEFAULT SETUP Commission: 0.01% Initial Capital: $10,000 Equity per Trade: 70% Users are advised to adjust and personalize this trading strategy to better match their individual trading preferences and style. RISK DISCLAIMER Trading entails substantial risk, and most day traders incur losses. All content, tools, scripts, articles, and education provided by TradeDots serve purely informational and educational purposes. Past performances are not definitive predictors of future results.
Strategia Pine Script®
di tradedots
2
Squeeze Momentum Strategy [LazyBear] Buy Sell TP SL Alerts-Modified version of Squeeze Momentum Indicator by @LazyBear. -Converted to version 5, -Taken inspiration from @KivancOzbilgic for its buy sell calculations, -Used @Bunghole strategy template with Take Profit, Stop Loss and Enable/Disable Toggles -Added Custom Date Backtesting Module ------------------------------------------------------------------------------------------------------------------------ All credit goes to above Problem with original version: The original Squeeze Momentum Strategy did not have buy sell signals and there was alot of confusion as to when to enter and exit. There was no proper strategy that would allow backtesting on which further analysis could be carried out. There are 3 aspects this strategy: 1 ) Strategy Logic (easily toggleable from the dropdown menu from strategy settings) - LazyBear (I have made this simple by using Kivanc technique of Momentums Moving Average Crossover, BUY when MA cross above signal line, SELL when crossdown signal line) - Zero Crossover Line (BUY signal when crossover zero line, and SELL crossdown zero line) 2) Long Short TP and SL - In strategies there is usually only 1 SL and 1 TP, and it is assumed that if a 2% SL giving a good profit %, then it would be best for both long and short. However this is not the case for many. Many markets/pairs, go down with much more speed then they go up with. Hence once we have a profitable backtesting setting, then we should start optimizing Long and Short SL's seperately. Once that is done, we should start optimizing for Long and Short TP's separately, starting with Longs first in both cases. 3) Enable and Disable Toggles of Long and Short Trades - Many markets dont allow short trades, or are not suitable for short trades. In this case it would be much more feasible to disable "Short" Trading and see results of Long Only as a built in graphic view of backtestor provides a more easy to understand data feed as compared to the performance summary in which you have to review long and short profitability separately. 4) Custom Data Backtesting - One of most crucial aspects while optimizing for backtesting is to check a strategies performance on uptrends, downtrend and sideways markets seperately as to understand the weak points of strategy. - Once you enable custom date backtesting, you will see lines on the chart which can be dragged left right based on where you want to start and end the backtesting from and to. Note: - Not a financial advise - Open to feedback, questions, improvements, errors etc. - More info on how the squeeze momentum works visit LazyBear indicator link: Happy Trading! Cheers M Tahreem Alam @mtahreemalam
Strategia Pine Script®
di mtahreemalam
11
Day of Week Custom Buy/Sell StrategyThis strategy was made for bitcoin and allows you to back test longing or shorting for various days of the week. The price may tend to go in one direction or another for each week day, and this strategy allows you to test days across a range of dates to capitalize on this. Make sure you are on the daily time frame while viewing the performance and trade history to ensure the script works as intended and you have the most historical data as possible from Trading View.
Strategia Pine Script®
di tormunddookie
2
Simple Buy/Sell StrategyThis is the strategy version of the original 'Simple Buy/Sell Indicator' by @Shizaru . The original indicator description explains the logic behind the strategy: "The original script was posted on ProRealCode by user Doctrading. This little and simple code allows you to draw an indicator, which show you when buy or sell conditions are met. For "buy" conditions, I did just set : close > MM200 close > Parabolic SAR MACD > 0 RSI7 > 50 For "sell" conditions : the opposite. Of course, you can set what you want, in order to test your strategies. Of course, to be profitable, you must also set your trading rules (entry, stop loss, trailing stop, take profit, etc.) It's only an indicator, which doesn't show entry or exit rules." Hope this helps someone!
Strategia Pine Script®
di BlockchainSpecialists
1
[astropark] Moon Phases [strategy]Dear Followers, today I'm glad to present you an indicator which calculates Moon Phases and let's you backtest the simplest strategy over it: buy/sell on full moon and do the opposite on new moon. This is a public free indicator based on the public one by @paaax: I added my usual backtesting logic, plus some more customization inputs for easy coloring. The lower the timeframe you backtest on, the more backtesting data are effective. Enjoy! -- astropark
Strategia Pine Script®
di astropark
10
Trend Indicator with BUY SELL signalsThe Script can be used to identify the main trend and take BUY/SELL decisions in the lower time frames. The tool can be applied as follows 1) Apply the tool your favorite chart 2) Select the main trend. 3) Go to lower time frames to check the BUY/SELL signals. Example: If the selected main trend is 4 hrs then go to time frames below 4 hrs to find the entry and exit positions. Feel free to reach out to me if you need any further information
Strategia Pine Script®
di technicalwhale
4
Buy/Sell on the levelsThis script is generally My describe is: There are a lot of levels we would like to buy some crypto. When the price has crossed the level-line - we buy, but only if we have the permission in array(2) When we have bought the crypto - we lose the permission for buy for now(till we will sell it on the next higher level) When we sell some crypto(on the buying level + 1) we have the permission again. There also are 2 protect indicators. We can buy if these indicators both green only(super trend and PIVOT ) Jun 12 Release Notes: Hello there, Uncomment this section before use for real trade: if array.get(price_to_sellBue, i) >= open and array.get(price_to_sellBue, i) <= close// and //direction < 0 and permission_for_buy != 0 Here is my script. In general - this is incredible simple script to use and understand. First of all You can see this script working with only long orders, it means we going to get money if crypto grows only. Short orders we need to close the position on time. In this script we buy crypto and sell with step 1% upper. You can simply change the step by changing the price arrays. Please note, if You want to see where the levels of this script is You Have to copy the next my indicator called LEVEL 1% In general - if the price has across the price-level we buy some crypto and loose permission for buying for this level till we sell some crypto. There is ''count_of_orders" array field with value 2. When we bought some crypto the value turns to 0. 0 means not allowed to by on this level!!! The script buy if the bar is green only(last tick). The script check every level(those we can see in "price_to_sellBue" array). If the price across one of them - full script runs. After buying(if it possible) we check is there any crypto for sell on the level. We check all levels below actual level( of actual level - ''i'' than we check all levels from 0 to i-1). If there is any order that has value 0 in count of orders and index <= i-1 - we count it to var SELL amount and in the end of loop sell all of it. Pay attention - it sells only if price across the level with red bar AND HAS ORDERS TO SELL WHICH WAS BOUGHT BELOW!!! In Strategy tester it shows not-profitables orders sometimes, because if You have old Long position - it sells it first. First in - first out. If the price goes down for a long time and You sell after 5 buys You sell the first of it with the highest value. There is 2 protection from horrible buying in this strategy. The first one - Supertrend. If the supertrend is red - there is no permission for buy. The second one - something between PIVOT and supertrend but with switcher. If the price across last minimum - switcher is red - no permission for buy and the actual price becomes last minimum . The last maximum calculated for last 100 bars. When the price across last maximum - switcher is green, we can buy. The last minimum calculation for last 100 bars, last maximum is actual price. This two protections will save You from buying if price get crash down. Enjoy my script. Should You need the code or explanation, You have any ideas how to improve this crypt, contact me. Vladyslav. Jun 12 Release Notes: Here has been uncommented the protection for buy in case of price get down. 5 hours ago Release Notes: Changed rages up to actual price to make it work
Strategia Pine Script®
di Arivadis
2
Buying Selling Volume StrategyFirst I would like to give the original credit and thanks to @ceyhun for his amazing volume script. The way I decided to convert it into a strategy is divided into multiple types. First, I decided in order to smooth out the values and make it more accurate to adapt the values to multiple timeframes. After that I took the initial values from the buyers and sellers , and made a rest operation between them to have a flat difference between the power of both sides. WIth that later on I decided to to apply a volatility filter,in this case bollinger bands, in order to find out potential leading trends. At the same time in order to filter even more, I decided to make use as well for weekly VWAP values of the asset used. Lastly I added a dynamic risk management into it , based on the ATR Daily values of the asset values. As for the rules used, for example for long, I am looking that the price of the asset is above the weekly VWAP, after that I am checking that the MTF volume rest operation is both bullish and above the upper side of the bollinger. For short we would want the asset to be below the weekly VWAP, and the volume to be bearish and above the upper side of bollinger. The exit is either based on daily ATR values multipliers, or if we have a reverse condition. If you have any questions, please let me know !
Strategia Pine Script®
di exlux
1
SPXL Futures Strategy- Buy/sell signals for SPXL using futures momentum. - For real-time signals at close, use ES1! on 2 minute chart and sign up for real-time cboe mini futures data feed in tradingview. - All buys and sells are at near close of US RTH market at 4pm. - Best to use the script with other breadth signals to decide on trading strategy. - Script is compatible with SPY, SPXL, RSP, QQQ, TQQQ and many other SPX correlated tickers, however it’s primarily developed for SPX.
Strategia Pine Script®
di timtr4d3
23