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Rata-Rata Pergerakan / Moving Averages

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!
Strategi Pine Script™
oleh 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!
Strategi Pine Script™
oleh 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.
Strategi Pine Script™
oleh JoseMetal
14
MACD Willy StrategyThis strategy is mainly developed for scalping / intraday trading. It could potentially be used to identify entry/exit signals for short term options trading. It performs decently well on popular stocks when used on time frames between 5 min to 15 min using regular session bar data. It combines 3 popular indicators, EMA, MACD, and William %range, to generate both long and short signals. EMA: Default is 200 EMA line. MACD: Default is 12/26 lengths for fast/slow signal inputs. William %R - Smoothed (Published): This is a custom indicator that generates two moving average lines from the original William %R line. How it works: Entry conditions: 1. Long/short entries when bar closes above/below EMA line 2. Long/short entries when MACD line is above/below signal line (histogram > 0 for long, < 0 for short) 3. Long/short entries when William %R fast MA line is above/below slow MA line Exit conditions: 1. Exit long when MACD line is below signal line, vise versa for exit short 2. Exit long when William %R fast MA line is below slow MA line, vise versa for exit short 3. Exit long when William %R fast MA line must in below the overbought (-20) limit, exit short when above the oversold (-80) limit. ***Note that parameters are NOT optimized for any particular stocks / instruments. Enjoy~~!!
Strategi Pine Script™
oleh PtGambler
6
Stochastic Moving AverageHi all, This Strategy script combines the power of EMAs along with the Stochastic Oscillator in a trend following / continuation manner, along with some cool functionalities. I designed this script especially for trading altcoins, but it works just as good on Bitcoin itself and on some Forex pairs. ______ SIGNALS ______ The script has 4 mandatory conditions to unlock a trading signal. Find these conditions for a long trade below (works the exact other way round for shorts) - Fast EMA must be higher than Slow EMA - Stochastic K% line must be in oversold territory - Stochastic K% line must cross over Stochastic D% line - Price as to close between slow EMA and fast EMA Once all the conditions are true, a trade will start at the opening of the next ______ SETTINGS ______ - Trade Setup: Here you can choose to trade only longs or shorts and change your Risk:Reward. You can also decide to adjust your volume per position according to your risk tolerance. With “% of Equity” your stop loss will always be equal to a fixed percentage of your initial capital (will “compound” overtime) and with “$ Amount” your stop loss will always be 'x' amount of the base currency (ex: USD, will not compound) Stop Loss: The ATR is used to create a stop loss that matches current volatility. The multiplier corresponds to how many times the ATR stop losses and take profits will be away from closing price. - Stochastic: Here you can find the usual K% & D% length and overbought (OB) and oversold (OS) levels. The “Stochastic OB/OS lookback” increase the tolerance towards OB/OS territories. It allows to look 'x' bars back for a value of the Stochastic K line to be overbought or oversold when detecting an entry signal. The “All must be OB/OS” refers to the previous “Stochastic OB/OS lookback” parameter. If this option is ticked, instead of needing only 1 OB/OS value within the lookback period to get a valid signal, now, all bars looked back must be OB/OS. The color gradient drawn between the fast and slow EMAs is a representation of the Stochastic K% line position. With default setting colors, when fast EMA > slow EMA, gradient will become solid blue when Stochastic is oversold and when slow EMA > fast EMA, gradient will become solid blue when Stochastic is overbought - EMAs: Just pick your favorite ones - Reference Market: An additional filter to be certain to stay aligned with the current a market index trend (in our case: Bitcoin). If selected reference market (and timeframe) is trading above selected EMA, this strategy will only take long trades (vice-versa for shorts) Because, let’s face it… even if this filter isn’t bulletproof, you know for sure that when Bitcoin tanks, there won’t be many Alts going north simultaneously. Once again, this is a trend following strategy. A few tips for increased performance: fast EMA and D% Line can be real fast… 😉 As always, my scripts evolve greatly with your ideas and suggestions, keep them coming! I will gladly incorporate more functionalities as I go. All my script are tradable when published but remain work in progress, looking for further improvements. Hope you like it!
Strategi Pine Script™
oleh LucasVivien
15
Fukuiz Octa-EMA + Ichimoku (Strategy)This strategy is based EMA of 8 different period and Ichimoku Cloud which works better in 1hr 4hr and daily time frame. #A brief introduction to Ichimoku # The Ichimoku Cloud is a collection of technical indicators that show support and resistance levels, as well as momentum and trend direction. It does this by taking multiple averages and plotting them on a chart. It also uses these figures to compute a “cloud” that attempts to forecast where the price may find support or resistance in the future. #A brief introduction to EMA# An exponential moving average ( EMA ) is a type of moving average (MA) that places a greater weight and significance on the most recent data points. The exponential moving average is also referred to as the exponentially weighted moving average . An exponentially weighted moving average reacts more significantly to recent price changes than a simple moving average ( SMA ), which applies an equal weight to all observations in the period. #How to use# The strategy will give entry points itself, you can monitor and take profit manually(recommended), or you can use the exit setup. EMA (Color) = Bullish trend EMA (Gray) = Bearish trend #Condition# Buy = All Ema (color) above the cloud. SELL= All Ema turn to gray color.
Strategi Pine Script™
oleh Fukuiz
15
Combo 2/20 EMA & Bill Awesome Oscillator (AC) This is combo strategies for get a cumulative signal. First strategy This indicator plots 2/20 exponential moving average. For the Mov Avg X 2/20 Indicator, the EMA bar will be painted when the Alert criteria is met. Second strategy This indicator plots the oscillator as a histogram where blue denotes periods suited for buying and red . for selling. If the current value of AO (Awesome Oscillator) is above previous, the period is considered suited for buying and the period is marked blue. If the AO value is not above previous, the period is considered suited for selling and the indicator marks it as red. WARNING: - For purpose educate only - This script to change bars colors.
Strategi Pine Script™
oleh HPotter
1
Combo 2/20 EMA & Bill Williams Averages. 3Lines This is combo strategies for get a cumulative signal. First strategy This indicator plots 2/20 exponential moving average. For the Mov Avg X 2/20 Indicator, the EMA bar will be painted when the Alert criteria is met. Second strategy This indicator calculates 3 Moving Averages for default values of 13, 8 and 5 days, with displacement 8, 5 and 3 days: Median Price (High+Low/2). The most popular method of interpreting a moving average is to compare the relationship between a moving average of the security's price with the security's price itself (or between several moving averages). WARNING: - For purpose educate only - This script to change bars colors.
Strategi Pine Script™
oleh HPotter
Hulk Strategy x35 Leverage 5m chart w/Alerts This strategy is a pullback strategy that utilizes 2 EMAs as a way of identifying trend, MACD as an entry signal, and RSI and ADX to filter bad trades. By using the confirmation of all of these indicators the strategy attempts to catch pullbacks, and it is optimized to wait for high probability setups. Take not that the strategy is optimized for use on BTCUSDT along with 35 times leverage(Using leverage is risky). The Hulk Strategy waits for strong trend confirmation and then attempts to identify pullbacks using MACD and RSI. By using these it identifies strong short term movement against the trend(hence the name Hulk). To use the strategy wait for the strategy to make an entry, and then enter with a stop loss of 1.1% and a take profit of 1.35% with respect to if it is a long or short position. The trade frequency of this strategy is high as it is made for use on the 5m timeframe. But this does not mean you will have to be staring at your computer constantly as an average of 1 trade takes place each day. This will vary a lot though, somedays the strategy enters up to 4 times. I wish you good trading and hope that you like this strategy! P.S. The indicators on my chart are visualizations of the indicators used in the strategy, they are not necessary for the strategy to work though. Also the colored in cloud on the price chart is an EMA cloud and it comes with the strategy when you add it to your chart. This EMA cloud consists of two EMAs a 50 and a 200 EMA.
Strategi Pine Script™
oleh npietronuto1
28
MilleMachineHello traders, I hereby present to you the second stage of my journey to finding a reliable, profitable trading strategy. The "Millemachine" is based on the "Millebot", my previous published strategy. This means the backbone of the strategy is still the same: a trend following system. Instead of using a fixed TP and SL, a trailing stoploss is now used. To limit the losses when the trend weakens, the trailing stoploss automatically gets smaller, as it is based on the ATR. A new utility is you can now easily switch between indicators on which the decision making is based. This allows the user to discover which indicators work best for entry, long/short switching and stoploss configuration. The strategy has been proven to be very profitable in trending markets, but can suffer losses during ranging market. To make the system more robust, the strategy cannot solely rely on a trending system. Other systems must be added. I believe that a good trading bot must consist of more than 4 different strategies, based on different systems. This is what I am currently working on. My goal for publishing this strategy is to help other traders build their own. In my journey I found it difficult to find a good strategy that employs a decent risk management, which is truly essential for having good, consistent results. Also, a realistic commission needs to be defined to have a realistic performance prediction. This weighs on the profitability and therefore is often set at 0 by authors of other strategies, which I find misleading. If you have found this strategy informative or useful, please leave a comment. Greetings Michael
Strategi Pine Script™
oleh Milleman
7
Combo 2/20 EMA & Average True Range Reversed This is combo strategies for get a cumulative signal. First strategy This indicator plots 2/20 exponential moving average. For the Mov Avg X 2/20 Indicator, the EMA bar will be painted when the Alert criteria is met. Second strategy Average True Range Trailing Stops Strategy, by Sylvain Vervoort The related article is copyrighted material from Stocks & Commodities Jun 2009 Please, use it only for learning or paper trading. Do not for real trading. WARNING: - For purpose educate only - This script to change bars colors.
Strategi Pine Script™
oleh HPotter
1
TICK Scalping strategy, SPY 1 min1 min chart scalping version of my other TICK strategy with adjusted parameters and additional entry and exit conditions better suited for 1 min SPY chart. Please refer to my original TICK strategy for explanation. Important notes: 1. This strategy is designed for same day SPY option scalping on the 1 min chart . All profit shown in back testing report is based on Profit/Loss (P/L) estimates from trading options with approximately 6 weeks of data. By default, it is set to 10 option contracts. By default the initial capital is set to $5000. Pyramiding is set to 3. 2. This strategy works better with non-extended market data . 3. This strategy is mainly developed for SPY trading on 1 min chart, it probably will not be very profitable with other tickers or time frame without tweaking all the parameters first. Cheers and enjoy~! Let's all make money~!!
Strategi Pine Script™
oleh PtGambler
26