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Moving Averages

"NoSKi Hammer/Star /w angle of ema Backtester % Applied the angle of ema filter to stars formed in an uptrend, and hammers in a downtrend to try to pick good trading entries Uses the average angle of the ema over the last 20 bars (Please note: the angle calculation default value is calibrated for BTCUSD . There is no way currently to code it to be used across multiple pairs. The price to bar ratio has to be adjusted for other trading pairs. Please research price to bar ratio if unfamiliar). I have used a rough calculation so it can be used on other charts but won't be 100% accurate Strategy uses % take profit and stop loss settings, and only enters one trade at a time (wont show entry if already in a position). Separate ATR settings for filtering the size of hammer and star candles. (can filter out candles which are too large or small) Red background colour is for when ema is at or below the set -ve angle slope. Green is for positive angle. Default is set at -45 and 45 degrees. Big thankyou to ZenAndTheArtOfTrading for hammer and star coding, and Cosmic Angle - by cosmic_indicators for calculating the angle of emas. Code was borrowed and used directly from these scripts.
Pine Script™ strategy
by noski1
1
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.
Pine Script™ strategy
by Coinrule
3
Optimised RSI strategy for Reversals (by Coinrule)The most common way to use the RSI to spot a good buy opportunity is to check for values lower than 30. Unfortunately, the RSI can remain in oversold territory for long periods, and that could leave you trapped in a trade in loss. It would be appropriate to wait for a confirmation of the trend reversal. In the example above I use a short-term Moving Average (in this case, the MA9) coupled with an RSI lower than 40. This combination of events is relatively rare as reversal confirmations usually come when RSI values are already higher. As unusual as this setup is, it provides buy-opportunities with much higher chances of success. The parameters of this strategy would be: ENTRY: RSI lower than 40 and MA9 lower than the price TAKE PROFIT and STOP-LOSS with a ratio of at least 2. That means that if you set up a take profit of 3%, your stop-loss shouldn’t be larger than 1.5%. The advantage of this approach is that it has a high rate of success and allows you the flexibility of setting up the percentages of the take profit and stop-loss according to your preferences and risk appetite.
Pine Script™ strategy
by Coinrule
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.
Pine Script™ strategy
by Decam9
5
EMA Stoch Strategy For ProfitViewThis strategy will enter positions when the set stochastic conditions are met, and uses the moving average to filter the direction of the trades (long/short). The background is used to illustrate the strength of the stochastic values. The following is a step by step guide in order to automate the trading of the strategy with ProfitView: In the indicator settings, set the desired stochastic and ema values, and the stochastic condition you want to use to enter a trade. In the indicator, set which exchange, symbol, and account to execute trades on. In the indicator, set the PV Alert names you intend to use. If you want to use the same names as provided in the pastebin below, you may set the three names to Market Long, Market Short, TP SL Hit. In PV, create two new PV Alerts in the PV Alert tab in accordance to these specifics pastebin.com . On the Tradingview chart you want the indicator run on, create a new TV alert with this script as its condition, and specify the alert to "alert() function calls only".
Pine Script™ strategy
by treigen
2
Big Snapper Alerts R3.0 + Chaiking Volatility condition + TP RSI//@version=5 // // Bannos // #NotTradingAdvice #DYOR // Disclaimer. // I AM NOT A FINANCIAL ADVISOR. // THESE IDEAS ARE NOT ADVICE AND ARE FOR EDUCATION PURPOSES ONLY. // ALWAYS DO YOUR OWN RESEARCH // // Author: Adaptation from JustUncleL Big Snapper by Bannos // Date: May-2022 // Version: R1.0 //Description of this addon - Script using several new conditions to give Long/short and SL levels which was not proposed in the Big Snapper strategy "Big Snapper Alerts R3.0" //" //This strategy is based on the use of the Big Snapper outputs from the JustUncleL script and the addition of several conditions to define filtered conditions selecting signal synchrones with a trend and a rise of the volatility. //Also the strategy proposes to define proportional stop losses and dynamic Take profit using an RSI strategy. // After delivering the temporary ong/short signal and ploting a green or purple signal, several conditions are defined to consider a Signal is Long or short. //Let s take the long signal as example(this is the same process with the opposite values for a short). //step 1 - Long Definition: // Snapper long signal stored in the buffer variable Longbuffer to say that in a close future, we could have all conditions for a long // Now we need some conditions to combine with it: //the second one is to be over the Ma_medium(55) //and because this is not selective enough, the third one is a Volatility indicator "Chaikin Volatility" indicator giving an indication about the volatility of the price compared to the 10 last values // -> Using the volatility indicator gives the possibility to increase the potential rise if the volatility is higher compared to the last periods. //With these 3 signals, we get a robust indication about a potential long signal which is then stored in the variable "Longe" //Now we have a long signal and can give a long signal with its Stop Loss // The Long Signal is automatically given as the 3 conditions above are satisfied. // The Stop loss is a function of the last Candle sizes giving a stop below the 70% of the overall candle which can be assimilated to a Fibonacci level. Below this level it makes sense to stop the trade as the chance to recover the complete Candle is more than 60% //Now we are in an open Long and can use all the mentioned Stop loss condition but still need a Take Profit condition //The take profit condition is based on a RSI strategy consisting in taking profit as soon as the RSI come back from the overbought area (which is here defined as a rsi over 70) and reaching the 63.5 level to trigger the Take Profit //This TP condition is only active when Long is active and when an entry value as been defined. //Entry and SL level appreas as soon as a Long or short arrow signal does appears. The Take profit will be conidtioned to the RSI. //The final step in the cycle is a reinitialization of all the values giving the possibility to detect and treat any long new signal coming from the Big Snapper signal.
Pine Script™ strategy
by Batosbados
18
TriautoETF(TQQQ) Short Strategy B1○ Objective. This is a strategy for the TQQQ NASDAQ:TQQQ short strategy in the TriAuto ETF . It is used as a hedging short rather than for profit-making purposes. Entry and close points are indicated. ○ Strategy The strategy is to hold a short position when the price falls below the moving average line, which is a market-conscious line that is rarely broken. The close (settlement) is determined by using the moving average. The moving average is based on the market-conscious QQQ NASDAQ:QQQ . This script is used on the daily chart of the TQQQ. It works as a hedge for long positions because open interest is held even at the major bottoms of the China and Corona shocks. The system is set up to quickly cut its losses even if the moving average is "tricked" into falling below the moving average.
Pine Script™ strategy
by BBcom
Best TradingView Strategy - For NASDAQ and DOW30 and other IndexThe script is totally based on momentum , volume and price. We have used : 1: Bollinger Band Squeezes to know when a breakout might happen. 2: Used Moving Averages(SMA and EMA) to know the direction. 3: The success Rate of this strategy is above 75% and if little price action is added it can easily surpass 90% success mark. 4: Do not worry about drawdowns , we have implemented trailing SL ,so you might see a little extra drawdown but in reality its pretty less. 5: I myself have tested this strategy for 41 days with a 250$ account and right now I have 2700$.
Pine Script™ strategy
by The_Bigger_Bull
8
EHMA Range StrategyThis script is a modified version of @borserman's script for the Exponential Hull Moving Average All credit for the EHMA goes to him :) In addition to the EHMA, this script works with a range around the EHMA (which can be modified), in an attempt to be robust against fake signals. Many times a bar will close below a moving average, only to reverse again the next bar, which eats away at your profits. Especially on shorter timeframes, but also on choppy longer timeframes this can make a strategy unattractive to use. With the range around the EHMA, the strategy only enters a long/exit-short position if a bar crosses above the upper range. Vice versa, it only enters a short/exit-long position if a bar crosses below the lower range. This avoids positions if bars behave choppy within the EHMA range & only enters a position if the market is confident in it's direction. Having said that, fakeouts are still possible, but a lot less frequent. Having backtested this strategy vs the regular EHMA strategy (and having experimented with various settings), this version seems to be a lot more robust & profitable! Disclaimer Please remember that past performance may not be indicative of future results. Due to various factors, including changing market conditions, the strategy may no longer perform as good as in historical backtesting. This post and the script don’t provide any financial advice.
Pine Script™ strategy
by OxLetoII
1
Scalping The Bull - Two EMA StrategyName: Scalping The Bull - Two EMA "Gianno-Nano" Strategy from the Meeting Category: Trend Follower Operating mode: Spot or Future, only long or swing trading Trades duration: Multiday Timeframe: 4H Suggested usage: Mid-term trading, when the market is in trend and it is showing high volatility. Entry: When fast EMA crosses over slow EMA. Exit: When fast EMA crosses under slow EMA then Exit Long or Entry Short (for reversal strategy). Usage: ⁃ It can be useful to use alerts or web-hooks to automate this strategy. ⁃ This is a raw system that can be improved in different ways (e.g. Stop-loss, take-profit, position sizing) or studying more the behaviour of the coin. Configuration: - N/A Backtesting ⁃ Exchange: BINANCE ⁃ Pair: NEOUSDT ⁃ Timeframe: 4H ⁃ Fee 0.075% ⁃ Slippage 0 - Start : 2017-12-03 How you or we can improve? Source code is open so share your ideas!
Pine Script™ strategy
by TheSocialCryptoClub
6
EMA bands + leledc + bollinger bands trend following strategy v2The basics: In its simplest form, this strategy is a positional trend following strategy which enters long when price breaks out above "middle" EMA bands and closes or flips short when price breaks down below "middle" EMA bands. The top and bottom of the middle EMA bands are calculated from the EMA of candle highs and lows, respectively. The idea is that entering trades on breakouts of the high EMAs and low EMAs rather than the typical EMA based on candle closes gives a bit more confirmation of trend strength and minimizes getting chopped up. To further reduce getting chopped up, the strategy defaults to close on crossing the opposite EMA band (ie. long on break above high EMA middle band and close below low EMA middle band). This strategy works on all markets on all timeframes, but as a trend following strategy it works best on markets prone to trending such as crypto and tech stocks. On lower timeframes, longer EMAs tend to work best (I've found good results on EMA lengths even has high up to 1000), while 4H charts and above tend to work better with EMA lengths 21 and below. As an added filter to confirm the trend, a second EMA can be used. Inputting a slower EMA filter can ensure trades are entered in accordance with longer term trends, inputting a faster EMA filter can act as confirmation of breakout strength. Bar coloring can be enabled to quickly visually identify a trend's direction for confluence with other indicators or strategies. The goods: Waiting for the trend to flip before closing a trade (especially when a longer base EMA is used) often leaves money on the table. This script combines a number of ways to identify when a trend is exhausted for backtesting the best early exits. "Delayed bars inside middle bands" - When a number of candle's in a row open and close between the middle EMA bands, it could be a sign the trend is weak, or that the breakout was not the start of a new trend. Selecting this will close out positions after a number of bars has passed "Leledc bars" - Originally introduced by glaz, this is a price action indicator that highlights a candle after a number of bars in a row close the same direction and result in greatest high/low over a period. It often triggers when a strong trend has paused before further continuation, or it marks the end of a trend. To mitigate closing on false Leledc signals, this strategy has two options: 1. Introducing requirement for increased volume on the Leledc bars can help filter out Leledc signals that happen mid trend. 2. Closing after a number of Leledc bars appear after position opens. These two options work great in isolation but don't perform well together in my testing. "Bollinger Bands exhaustion bars" - These bars are highlighted when price closes back inside the Bollinger Bands and RSI is within specified overbought/sold zones. The idea is that a trend is overextended when price trades beyond the Bollinger Bands. When price closes back inside the bands it's likely due for mean reversion back to the base EMA in which this strategy will ideally re-enter a position. Since the added RSI requirements often make this indicator too strict to trigger a large enough sample size to backtest, I've found it best to use "non-standard" settings for both the bands and the RSI as seen in the default settings. "Buy/Sell zones" - Similar to the idea behind using Bollinger Bands exhaustion bars as a closing signal. Instead of calculating off of standard deviations, the Buy/Sell zones are calculated off multiples of the middle EMA bands. When trading beyond these zones and subsequently failing back inside, price may be due for mean reversion back to the base EMA. No RSI filter is used for Buy/Sell zones. If any early close conditions are selected, it's often worth enabling trade re-entry on "middle EMA band bounce". Instead of waiting for a candle to close back inside the middle EMA bands, this feature will re-enter position on only a wick back into the middle bands as will sometimes happen when the trend is strong. Any and all of the early close conditions can be combined. Experimenting with these, I've found can result in less net profit but higher win-rates and sharpe ratios as less time is spent in trades. The deadly: The trend is your friend. But wouldn't it be nice to catch the trends early? In ranging markets (or when using slower base EMAs in this strategy), waiting for confirmation of a breakout of the EMA bands at best will cause you to miss half the move, at worst will result in getting consistently chopped up. Enabling "counter-trend" trades on this strategy will allow the strategy to enter positions on the opposite side of the EMA bands on either a Leledc bar or Bollinger Bands exhaustion bar. There is a filter requiring either a high/low (for Leledc) or open (for BB bars) outside the selected inner or outer Buy/Sell zone. There are also a number of different close conditions for the counter-trend trades to experiment with and backtest. There are two ways I've found best to use counter-trend trades 1. Mean reverting scalp trades when a trend is clearly overextended. Selecting from the first 5 counter-trend closing conditions on the dropdown list will usually close the trades out quickly, with less profit but less risk. 2. Trying to catch trends early. Selecting any of the close conditions below the first 5 can cause the strategy to behave as if it's entering into a new trend (from the wrong side). This feature can be deadly effective in profiting from every move price makes, or deadly to the strategy's PnL if not set correctly. Since counter-trend trades open opposite the middle bands, a stop-loss is recommended to reduce risk. If stop-losses for counter-trend trades are disabled, the strategy will hold a position open often until liquidation in a trending market if th trade is offsides. Note that using a slower base EMA makes counter-trend stop-losses even more necessary as it can reduce the effectiveness of the Buy/Sell zone filter for opening the trades as price can spend a long time trending outside the zones. If faster EMAs (34 and below) are used with "Inner" Buy/Zone filter selected, the first few closing conditions will often trigger almost immediately closing the trade at a loss. The niche: I've added a feature to default into longs or shorts. Enabling these with other features (aside from the basic long/short on EMA middle band breakout) tends to break the strategy one way or another. Enabling default long works to simulate trying to acquire more of the asset rather than the base currency. Enabling default short can have positive results for those high FDV, high inflation coins that go down-only for months at a time. Otherwise, I use default short as a hedge for coins that I hold and stake spot. I gain the utility and APR of staking while reducing the risk of holding the underlying asset by maintaining a net neutral position *most* of the time. Disclaimer: This script is intended for experimenting and backtesting different strategies around EMA bands. Use this script for your live trading at your own risk. I am a rookie coder, as such there may be errors in the code that cause the strategy to behave not as intended. As far as I can tell it doesn't repaint, but I cannot guarantee that it does not. That being said if there's any question, improvements, or errors you've found, drop a comment below!
Pine Script™ strategy
by readysetliqd
5
Estrategia Larry Connors [JoseMetal]============ ENGLISH ============ - Description: This strategy is based on the original Larry Connors strategy, using 2 SMAs and RSI. The strategy has been optimized for better total profit and works better on 4H (tested on BTCUSDT). LONG: Price must be ABOVE the slow SMA. When a candle closes in RSI oversold area, the next candle closes out of the oversold area and the closing price is BELOW the fast SMA = open LONG. LONG is closed when a candle closes ABOVE the fast SMA. SHORT: Price must be BELOW the slow SMA. When a candle closes in RSI overbought area, the next candle closes out of the overbought area and the closing price is ABOVE the fast SMA = open SHORT. SHORT is closed when a candle closes BELOW the fast SMA. *Larry Connor's strategy does NOT use a fixed Stop Loss or Take Profit, as he said, that reduces performance significantly. - Visual: Both SMAs (fast and slow) are shown in the chart. By default, the fast SMA is aqua color, the slow changes between green and red depending on the "trend" (price over slow SMA = bullish, below = bearish). RSI can't be shown because TradingView doesn't allow to show both overlay and panel indicators, so candles get a RED color when RSI is in OVERBOUGHT area and GREEN when they're on OVERSOLD area to help with that. Background is colored when conditions are met and a position is going to be open, green for LONGs red for SHORTs. - Usage and recommendations: As this is a coded strategy, you don't even have to check for indicators, just open and close trades as the strategy shows. The original strategy uses a 5 period SMA instead of the 10, and 10/90 for oversold/overbought levels, this has been optimized after the testings and results but feel free to change settings and test by yourself. Also, the original strategy was developed for daily, but seems to work better en 4H. - Customization: As usual I like to make as many aspects of my indicators/strategies customizable, indicators, colors etc., feel free to ask if you feel that something that should be configurable is missing or if you have any ideas to optimize the strategy. ============ ESPAÑOL ============ - Descripción: Esta estrategia está basada en la estrategia original de Larry Connors, utilizando 2 SMAs y RSI. La estrategia ha sido optimizada para un mejor beneficio total y funciona mejor en 4H (probado en BTCUSDT). LONG: El precio debe estar por encima de la SMA lenta. Cuando una vela cierra en la zona de sobreventa del RSI, la siguiente vela cierra fuera de la zona de sobreventa y el precio de cierre está POR DEBAJO de la SMA rápida = abre LONG. Se cierra cuando una vela cierra POR ENCIMA de la SMA rápida. SHORT: El precio debe estar POR DEBAJO de la SMA lenta. Cuando una vela cierra en la zona de sobrecompra del RSI, la siguiente vela cierra fuera de la zona de sobrecompra y el precio de cierre está POR ENCIMA de la SMA rápida = abre SHORT. Se cierra cuando una vela cierra POR DEBAJO de la SMA rápida. *La estrategia de Larry Connor NO utiliza un Stop Loss o Take Profit fijo, como él dijo, eso reduce el rendimiento significativamente. - Visual: Ambas SMAs (rápida y lenta) se muestran en el gráfico. Por defecto, la SMA rápida es de color aqua, la lenta cambia entre verde y rojo dependiendo de la "tendencia" (precio por encima de la SMA lenta = alcista, por debajo = bajista). El RSI no puede mostrarse porque TradingView no permite mostrar tanto los indicadores superpuestos como los del panel, así que las velas obtienen un color ROJO cuando el RSI está en el área de SOBRECOMPRA y VERDE cuando están en el área de VENTA para ayudar a ello. El fondo se colorea cuando se cumplen las condiciones y se va a abrir una posición, verde para LONGs rojo para SHORTs. - Uso y recomendaciones: Como se trata de una estrategia ya programada, ni siquiera hay que comprobar los indicadores, sólo hay que abrir y cerrar las operaciones tal y como muestra la estrategia en el gráfico. La estrategia original utiliza una SMA de 5 periodos en lugar de 10, y 10/90 para los niveles de sobreventa/sobrecompra, esto ha sido optimizado después de las pruebas y los resultados, pero sé libre de cambiar la configuración y probarla por sí mismo. Además, la estrategia original fue desarrollada para diario, pero parece funcionar mejor en 4H. - Personalización: Como siempre me gusta hacer personalizables todos los aspectos de mis indicadores/estrategias, indicadores, colores, etc., preguntar si notas que falta algo que debería ser configurable o si tienes alguna idea para optimizar la estrategia.
Pine Script™ strategy
by JoseMetal
14