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Relative Strength Index (RSI)

Delta-RSI Strategy (with filters)Delta-RSI Strategy (with filters): This is a version of the Delta-RSI Oscillator strategy with several criteria available to filter entry and exit signals. This script is also suitable for backtesting over a user-defined period and offers several risk management options (take profit and stop loss). Since the publication of the Delta-RSI Oscillator script, I have been asked many times to make it compatible with the Strategy Tester and add filtering criteria to minimize "false" signals. This version covers many of these requests. Feel free to insert your favorite D-RSI parameters and play around! ABOUT DELTA-RSI Delta-RSI represents a smoothed time derivative of the RSI designed as a momentum indicator (see links below): INPUT DESCTIPTION MODEL PARAMETERS Polynomial Order : The order of local polynomial used to interpolate the relative strength index (RSI). Length : The length of the lookback frame where local regression is applied. RSI Length : The timeframe of RSI used as input. Signal Length : The signal line is a EMA of the D-RSI time series. This input parameter defines the EMA length. ALLOWED ENTRIES The strategy can include long entries, short entries or both. ENTRY AND EXIT CONDITIONS Zero-crossing : bullish trade signal triggered when D-RSI crosses zero from negative to positive values (bearish otherwise) Signal Line Crossing : bullish trade signal triggered when D-RSI crosses from below to above the signal line (bearish otherwise) Direction Change : bullish trade signal triggered when D-RSI was negative and starts ascending (bearish otherwise) APPLY FILTERS TO The filters (described below) can be applied to long entry, short entry and exit signals. RELATIVE VOLUME FILTER When activated, the D-RSI-driven entries and exits will be triggered only if the current volume is greater than N times the average over the last M bars. VOLATILITY FILTER When activated, the D-RSI-driven entries and exits will be triggered only if the N-period average true range, ATR, is greater than the M-period ATR. If N < M, this condition implies increasing volatility. OVERBOUGHT/OVERSOLD FILTER When activated, the D-RSI-driven entries and exits will be triggered only if the value of 14-period RSI is in the range between N and M. STOP LOSS/TAKE PROFIT Fixed and trailing stop loss as well as take profit options are available. FIXED BACKTESTING START/END DATES If the checkboxes are not checked, the strategy will backtest all available price bars.
Pine Script™ strategy
by tbiktag
19
Flawless Victory Strategy - 15min BTC Machine Learning StrategyHello everyone, I am a heavy Python programmer bringing machine learning to TradingView. This 15 minute Bitcoin Long strategy was created using a machine learning library and 1 year of historical data in Python. Every parameter is hyper optimized to bring you the most profitable buy and sell signals for Bitcoin on the 15min chart. The historical Bitcoin data was gathered from Binance API, in case you want to know the best exchange to use this long strategy. It is a simple Bollinger Band and RSI strategy with two versions included in the tradingview settings. The first version has a Sharpe Ratio of 7.5 which is amazing, and the second version includes the best stop loss and take profit positions with a Sharpe Ratio of 2.5 . Let me talk a little bit more about how the strategy works. The buy signal is triggered when close price is less than lower Bollinger Band at Std Dev 1, and the RSI is greater than a certain value. The sell signal is triggered when close price is greater than upper Bollinger Band at Std Dev 1, and the RSI is greater than a certain value. What makes this strategy interesting is the parameters the Machine Learning library found when backtesting for the best Sharpe Ratio. I left my computer on for about 28 hours to fully backtest 5000 EPOCHS and get the results. I was able to create a great strategy that might be one of TradingView's best strategies out on the website today. I will continue to apply machine learning to all my strategies from here on forward. Please Let me know if you have any questions or certain strategies you would like me to hyper optimize for you. I'm always willing to create profitable strategies! P.S. You can always pyramid this strategy for more gains! I just don't add pyramiding when creating my strategies because I want to show you the true win/loss ratio based buying one time and one selling one time. I feel like when creating a strategy that includes pyramiding right off the bat falsifies the win rate. This is my way of being transparent with you all. Have fun trading!
Pine Script™ strategy
by Trebor_Namor
193
RSI Mean Reversion Bot StrategyI started developing this strategy as a way to plug in and test values before defining them in the bots on 3Commas, Coinrule, and Quadency. None of those bots performed the same way my script did and I kept working on it until the strategy finally yielded the same simulated results when paired with the Tradingview bot on Quadency. I looked at all the different RSI strategies already published and saw what each was missing and changed it in mine to make it better: 1. Backtest an actual timeframe by date and time 2. Define the RSI price source 3. Fully manipulate the RSI length 4. Define a stop loss that works 5. Pick Long or Short, or both, based on market conditions. Or compare side by side to decide which you want.
Pine Script™ strategy
by Solutions1978
11
Bollinger Band with RSI Using combination bollinger band and RSI indicator as guide to predict price volatility and the best entry point. The strategy logic is pretty straightforward where we're interested with close price that touches the lower bollinger band ; there are only two scenarios that will happened after the price reaches the lower band; the price might rebound from the lower bollinger band or drop lower and continue downtrend. To confirm the price movement, we use a second indicator which is the RSI to further investigate the price trend. For example, if the price reaches the lower bollinger band but the RSI value is not in the oversold region, we can conclude that the price will go lower and continue downtrend. If the RSI value is in the oversold region, we can use this price area as our entry point. Stop loss is necessary to avoid losing too much capital if the RSI value lingers too long in the oversold region. Best take profit area is when the price rebound above the middle bollinger band area/upper bollinger band or when the RSI reaches overbought region; whichever comes first. Long entry: RSI < 30 & close price < lower bollinger band Exit entry: RSI > 70 Default stop loss: -25%
Pine Script™ strategy
by lolnopls
34
Scalping using RSI 2 indicator with TSLThis strategy implements a simply scalping using the RSI (calculated on two periods), the slopes of two MAs ( EMA or SMA ) having different lengths (by default, I use 50 and 200). A trailing stop loss (%) is used. Entry conditions: .) Fast MA > Slow MA and Price > Slow MA and RSI < Oversold Threshold ------> go Long .) Fast MA < Slow MA and Price < Slow MA and RSI > Overbought Threshold ------> go Short Exit conditions: .) Long entry condition is true and (close >= TP or close <= TSL ) ----> close short position .) Short entry condition is true and (close <= TP or close >= TSL ) ----> close long position The strategy performed best on Bitcoin and the most liquid and capitalized Altcoins but works excellent on volatile assets, mainly if they often go trending. Works best on 3h - 4h time frame. There's also an optional Volatility filter, which opens the position only if the difference between the two slopes is more than a specific value, which can be set in the study inputs. The purpose is not opening positions if the price goes sideways and the noise is way > than the signal. Note: .) the RSI length is 2; .) the oversold Threshold is 90%; .) the overbought Threshold is 10%; .) by default, the trailing stop loss per cent is 1%; .) by default, the fast MA length is 50; .) by default, the slow MA length is 200; .) by default, the MA used is EMA. Cheers.
Pine Script™ strategy
by Ninorigo
17
RSI of MACD Strategy [Long only]This strategy uses the RSI on MACD indicator. BUY ==== When RSI indicator crossing over 30 or 35 line and price above slow ema Note: when the position already taken, you may reenter on the purple candle Partial Exit ========== Partial profit taking option is available in settings. If this is selected , 1/3 position exited when RSI indicator crossing down 80 line Close ===== When RSI indicator crossing below 15 Stop Loss ========= I havent used hard stop loss in this strategy. Reason is , when price going down , indicator may go up ... so just wanted to ride along with indicator ... Stop loss mentioned in the settings is used in calculation of how many units can be be purchased based on risk level Tested with SPY and QQQ ETFs on hourly chart Warning ========= For the eductional purposes only ... This is not a financial advise. please do your own research before taking any trading decission
Pine Script™ strategy
by mohanee
6
scalping against trapped countertrendAbstract This script attempts to find the end of countertrend. This script uses oscillators to measure long term and short period trends. When the long term trend keeps positive and clear short term period is over, this script provides a buy signal. This script does not contain pullback, cut loss and re-enter. You need to add it manually. Introduction Many traders want to buy when long term trend is bullish and short term pullback is over. This is because we can take advantage to the emotion of countertrend traders. Countertrend traders realizes their profit is finite and therefore want to protect their profit well and limit their loss. This script is inspired by a searchable trading strategy video. The video mentioned 4 points. (1) long term trend. The video did not spend much ink on this point. You can use any method to observe. (2) clear pullback bar (at least 50% body) (3) weak bar after clear pullback (4) entry trigger buy stop This script attempts to quantize these points to determine trading direction. This script is originally designed for timeframes lower than examples in the video but you can apply it on any timeframe. Computing and Adjusting (1) long term trend This script uses smoothed stochastic. (2) clear pullback bar Since this script is originally designed for timeframes lower than examples in the video, so the condition becomes: RSI is low enough (3) weak bar after clear pullback RSI goes back from low level. (4) entry trigger buy stop This script does not include this condition. You can decide enter when buy stop or pullback. Parameters x_src : the value for computing oscillators x_len_a : how many bars for measuring short term trend x_len_b : how many bars for measuring long term trend x_k_b : smooth long term trend, the average value of stochastic values x_changk = check if clear short term pullback appears recently. 1 means do not use, larger numbers means how long of periods to check. x_rsi_ct : threshold of short term pullback clear x_rsi_ft : threshold of short term pullback end Reading numbers in Strategy Tester Most possible loss : (1) to find rational pullback. Generally 1/3 to 2/3 atr. (2) to find cut loss distance. Generally 1 to 2 atr. Most possible profit : to find if trading the opposite direction against this script is profitable. Conclusion This script can suggest us trading direction. Waiting for pullback can reduce risk, compared to buy stop. This script does not provide good signals in sideways markets. Reference A searchable trading strategy video
Pine Script™ strategy
by clocks156t174
8
cRSI + Waves Strategy with VWMA overlayStrategy based on my cRSI with motive/corrective wave indicator. Please note that it is far from perfect. I use it mostly to help me identify good entry and exit points when combined with my other technical analysis. It misses some obvious points, but on average it does pretty well. The challenge often is indicating when you have sufficient change in the cRSI to know that the trend has changed, that means sometimes it can be a little early or late. It definitely helps take a lot of the guess work out of things. It works better on some equities than others and better on some time frames than others. You just have to play with it. At the minimum, it is a good template to learn how to write your own.
Pine Script™ strategy
by Dr_Roboto
26
Combo Backtest 123 Reversal & Laguerre-based RSI 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 is RSI indicator which is more sesitive to price changes. It is based upon a modern math tool - Laguerre transform filter. With help of Laguerre filter one becomes able to create superior indicators using very short data lengths as well. The use of shorter data lengths means you can make the indicators more responsive to changes in the price. WARNING: - For purpose educate only - This script to change bars colors.
Pine Script™ strategy
by HPotter
RSI EMA SMA StratThis script looks at the RSI EMA and RSI SMA crossovers when above a certain price EMA It was mainly written for swingtrading and only for long positions on a daily timeframe for BTC and ETH. They idea is to have a script that indicates when to convert your BTC /ETC to a stable coin and when to buy in again. You could try to use it for other positions (short, long, etc..) and other coins but I didn't test these. When the RSI EMA & SMA hover around 50 for a few days in flat lines and you get a buy signal it may be best to wait a few days longer to see what direction they take. The default values for RSI EMA , RSI SMA and price EMA gave the best return (start out with an amount of x coins in 2015 and end up with the biggest possible amount of coins today). Again, this was only tested on daily. Feel free to tweak these when using other timeframes or other coins
Pine Script™ strategy
by Sv3nla
2
Linear Regression - Reverse Up/Down StrategyFor my first foray into pine script I took the code from the generic "Consecutive up/down" and flipped the logic. I added a linear regression filter to try and stay with the overall trend. ATR added for visual, I eventually want to use it as part of the money management. Rules to open trade or close the opposite: IF the linear regression slope is >=0 AND the last candle closes lower, BUY IF the linear regression slope is <=0 AND the last candle closes higher SELL Rules to close the opposite: IF the linear regression slope is >=0 AND the last candle closes higher, close any open SELL IF the linear regression slope is <=0 AND the last candle closes lower, close any open BUY
Pine Script™ strategy
by bruce.lesko
7
RSI of Ultimate Oscillator [SHORT Selling] StrategyThis is SHORT selling strategy with Ultimate Oscillator. Instead of drectly using the UO oscillator , I have used RSI on UO (as I did in my previous strategies ) Ultimator Oscillator settings are 5, 10 and 15 RSI of UO setting is 5 Short Sell ========== I have used moving averages from WilliamAlligator indicator --- settings are 10(Lips), 20(teeth) and 50 (Jaw) when Lips , Teeth and Jaw are aligned to downtrend (that means Lips < Teeth < Jaw ) Look for RSIofUO dropping below 60 ( setting parameter is Sell Line ) Partial Exit ========== When RSIofUO crossing up Oversold line i.e 30 Cover Short / Exit ================= When RSIofUO crosisng above overbought line i.e 70 StopLoss ======== StopLoss defaulted to 3 % , Though it is mentioned in settings , it has not been not used to calcuate and StopLoss Exit... Reason is, when RSIofUO already crossed 60 line (for SHORTING) , then it would take more efforts go up beynd 60. There is saying price takes stairs to climb up but it takes elevator to go down. I have not purely depend on this to exit stop loss, however noticed the trades in this stratgey did not get out with loss higher than when RSIofUO reaching 70 level. Note ====== Williams Alligator is not drawn from the script. It is manually added to chart for illustration purpose. Please add it when you are using this strategy , whch woould give an idea how the strategy is taking Short Trades. This is tested on Hourly chart for SPY Bar color changes to purple when the strategy is in SHORT trade Warning ======== For the eductional purposes only
Pine Script™ strategy
by mohanee
2
Momentum Explosion 2CCI RSI"Momentum Explosion Template for Mobile Metatrader", that is a trading system trend momentum based on two Commodity Channel Index (CCI) , RSI and two Moving Averages.The trading signals are generated by the crossing of the moving averages confirmed by the agreement of the two CCIs and the RSI. Two Moving averages Filtered by double CCI and RSI Credit is to Dimitri Author Beejay (Forex Factory) Trading Rules Momentum Explosion Buy EMA 8 crosses upward SMA 26. CCI 34 periods > 0 CCI 55 periods > 0 RSI 26 > 48. Sell EMA 8 crosses downward SMA 26. CCI 34 periods < 0 CCI 55 periods < 0 RSI 26 < 48.
Pine Script™ strategy
by capam
Crypto ZigZag RSI strategy 15minThis strategy is designed for crypto markets like ETHUSD/T, BTCUSD/T and so on. It works amazingly with 15 min time frames. Its idea consists in : We have the RSI indicator, and with it we check for the crossover with overbought and oversold levels. At the same time we have the zigzag which is made from the higher highs and the lower lows between a specific price movement in %. For entries, they are going to be based on the crossover of rsi with overbought or oversold levels , combined together with cross over 0 line from the the zigzag. At the same time the strategy has the posibility to go only long, only short or both. Let me know if you have any questions.
Pine Script™ strategy
by SoftKill21
4
RSI of VWAPThis strategy inputs the vwap as source to RSI indicator. ENTRY When RSIofVwap crossover 70 and price is above ema200 partial exits when RSIofVwap reaches 90 level take a portion of profit Exit When RSIofVwap crossdown 30 stoploss defaulated to 5% Risk Level Defaulted to 10%. Based on this startegy calcuclates hiw many units can be purchased adhering to stoploss value Note: code doesnt draw the RSI (vwap) indicator to the chart. if you want to see how these signals are generated , you can select RSI and VWAP of 14 period length. warning For educational purposes only
Pine Script™ strategy
by mohanee
27
Bitlinc MARSI Study AST w/ Take Profit & Stop loss - beta 0.1This script is beta 0.1 - will update as soon as the script is tradable This script is based on AST on a 10 minute timeframe. You can change the asset and the timeframe for any asset you want to trade, but for it to work correct ALL settings have to be testes in the Strategy section of the TradingView. Each assets and timeframe require a different mixture of settings. This is NOT a one settings fits all trading for all assets on any timeframe. Below are the settings and explanation on how it works. How it fires a buy / sell: The script will plot an RSI with upper and lower bands in a separate indicator window. The idea behind this script is to fire a LONG when MA crosses OVER lower band and fire a SHORT when the MA crosses under the lower band. Each order that fires is an OCO (Order Cancels Order) for pyramiding. Settings: You have full control of these settings as mentioned above, you must configure every part of this script for each asset and timeframe you trade. - Length of MA - Length - Upper bands of RSI - Lower bands of RSI - Take profit percentage - Stop loss percentage - Month to start and end the strategy (within 2020) - Day to start and end the strategy (within 2020) - Quantity type - Slippage - Pyramiding ***Remember that after the signal to enter or exit a trade is fired, the alert will trigger AFTER the close of the candle that caused the tigger to fire
Pine Script™ strategy
by Charts_and_Such_1
2