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Oscillators

Maximized Moving Average Crossing (by Coinrule)Using the crossings of two Moving Averages to trade in a trading strategy is a Trend-Following approach. As the name would suggest, to be successful, it requires the asset to be on-trend. The general limit of a common strategy based on Moving Averages is that they underperform when the market is less volatile or trading sideways. When volatility compresses, the indicators get very close one to another, crossing each other very often. That's exactly the condition when trend-following strategies underperform. To improve this strategy, it's useful to filter the buy signal using the RSI. When the RSI is close to overbought conditions, that means that the coin is likely trading in an uptrend. Strong uptrends usually come with RSI values that stay overbought for long periods, creating interesting opportunities. Setup Buy condition: the MA9 crosses above the MA50, and at the same time, the RSI has a value greater than 55. Sell condition: the MA9 crosses below the MA50. The strategy is optimized to provide better results on the 1-hr time frame, but it could work well also on higher time frames, such as the 4-hrs. The strategy assumes each order to trade 30% of the available capital and opens a trade at a time. A trading fee of 0.1% is taken into account.
Pine Script® strategy
by Coinrule
MrBS:Directional Movement Index [Trend Friend Strategy]This goes with my MrBS:DMI+ indicator. I originally combined them into one, but then you cannot set alerts based on what the ADX and DMI is doing, only strategy alerts, so separate ones have more flexibility and uses. Indicator Version is found under "MrBS:Directional Movement Index " () //// THE IDEA The majority of profits made in the market come from trending markets. Of course there are strategies that would say otherwise but for the majority of people, THE TREND IS YOUR FRIEND (until the end). The idea is to follow the trend, entering once it has established its self and exiting positions when the trend weakens. This strategy gives a rough idea of the returns produced from following purely the ADX signals. At first Heikin Ashi values were used for the calculation but the results show it's not that effective. The functionality to switch between calculation types has been left in, so we can uses HA candle data to generate signals from while looking at an OHLC chart, if we want to experiment. Due to the way strategies work, we are unable to get reliable results when running the strategy on the HA chart even if we are calculating the signals from the real OHLC values. It is best to always run strategies on standard charts. When using this strategy, I look for confirmation of the signal based on stochastic (14:3:6) direction, reversal level of stochastic, and divergance, to add confidence and adjust position size accordingly. I am going to try and code some version of that in future updates, if anyone can help or has suggestions please drop me a message. //// INDICATOR DETAILS - The default settings are for optimized Daily charts, for 4 hour I would suggest a smoothing of 2. - The default values used for calculation are the Real OHLC, we can change this to Heikin Ashi in the menu. - The strategy enters a position when ADX crosses the threshold level, and closes the position when ADX starts to fall. - There is a signal filter in the form of a 377 period Hull Moving Average, which the price must be above or bellow for long and short positions respectively. - The strategy closes the position when a cross-under of the ADX and its 4 period EMA. This is an attempt to stay into positions longer as sometimes the ADX will fall for 1 bar and then keep rising, while the overall trend is strong. The downside to this is that we exit trades later and this affects our max drawdown.
Pine Script® strategy
by MrBetonBlocks
5
DMI Modified StrategyAs promised a strategy of my DMI Modified indicator! (See link below for indicator). === How does it work? === Instead of plotting the positive direction of +DI and negative direction for -DI, we subtract the +DI with the -DI on scales of 100 to -100. The result is plotted with a oscillator to identify the current trend. DMI Modified supports multiple moving averages (default is EMA with length of 9). You can disable moving averages smoothing in settings. //== About the Strategy == Buys when the line crosses over the Zero line. Sells when the line crosses under the Zero line. The DMI modified strategy is pretty much clean, without any filtering besides the DMI Modified and a moving average to smooth it. Works best to catch a trend and more suitable for 1 hour and above time frame. Stay tuned for updates. On sideways you will get more false signals. as i said , it's a clean version without much bells and whistles for you to experiment. == Oscillator Colors == GREEN : Strong Up Trend as DMI Modified is above zero line and DMI modified is ascending. LIGHT GREEN: Still up trend but weakening as DMI modified is above zero but descending. RED: Strong Downtrend as DMI Modified is below zero line and DMI modified is descending. LIGHT RED: Still down trending but weakening as DMI modified is below zero but ascending. == Notes == Short is enabled by default. Bar coloring is disabled by default. == Links == DMI modified indicator: Like if you like and Enjoy! Follow for more upcoming indicators/strategies: www.tradingview.com
Pine Script® strategy
by dman103
5
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
Combo Backtest 123 Reversal & Klinger Volume Oscillator 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 The Klinger Oscillator (KO) was developed by Stephen J. Klinger. Learning from prior research on volume by such well-known technicians as Joseph Granville, Larry Williams, and Marc Chaikin, Mr. Klinger set out to develop a volume-based indicator to help in both short- and long-term analysis. The KO was developed with two seemingly opposite goals in mind: to be sensitive enough to signal short-term tops and bottoms, yet accurate enough to reflect the long-term flow of money into and out of a security. The KO is based on the following tenets: Price range (i.e. High - Low) is a measure of movement and volume is the force behind the movement. The sum of High + Low + Close defines a trend. Accumulation occurs when today's sum is greater than the previous day's. Conversely, distribution occurs when today's sum is less than the previous day's. When the sums are equal, the existing trend is maintained. Volume produces continuous intra-day changes in price reflecting buying and selling pressure. The KO quantifies the difference between the number of shares being accumulated and distributed each day as "volume force". A strong, rising volume force should accompany an uptrend and then gradually contract over time during the latter stages of the uptrend and the early stages of the following downtrend. This should be followed by a rising volume force reflecting some accumulation before a bottom develops. WARNING: - For purpose educate only - This script to change bars colors.
Pine Script® strategy
by HPotter
1
Combo Backtest 123 Reversal & Key Reversal Up 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 A key reversal is a one-day trading pattern that may signal the reversal of a trend. Other frequently-used names for key reversal include "one-day reversal" and "reversal day." How Does a Key Reversal Work? Depending on which way the stock is trending, a key reversal day occurs when: In an uptrend -- prices hit a new high and then close near the previous day's lows. In a downtrend -- prices hit a new low, but close near the previous day's highs WARNING: - For purpose educate only - This script to change bars colors.
Pine Script® strategy
by HPotter
Buy The Dips in Bull Market (by Coinrule)During a Bull market, beating the market, it's challenging. Trading strategies that buy the dips represent one of the best approaches to surf the trend and optimize the returns. The main obstacle is to gauge the dip's magnitude properly and set up the take profit level accordingly. The RSI is an excellent tool to catch price drops as it adjusts the entry to the asset's current volatility. Nevertheless, using the RSI as an indicator for exit is not an optimal solution in trending markets as it may end up with two scenarios: The price reverts before reaching overbought conditions. That is the case when the trend is not that strong at that moment. Leaving the position open could result in missed profit opportunities. The price rebounds strongly, leading the RSI quickly in overbought conditions too soon so that the strategy sells too early. One interesting option is to combine a trigger based on the RSI to catch the dip and then use two moving averages to spot the right time to seel when the price is entirely back on-trend. The Setup The entry-signal comes when the RSI is lower than 35 and the MA9 is above the MA200, indicating that the asset is currently in an uptrend. The sell-signal comes when at the same time, the price is above the MA9, and the MA9 is above the MA50. This setup was optimized on the 15-min time frame after over 150 backtests. 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
Combo Backtest 123 Reversal & Key Reversal Down 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 A key reversal is a one-day trading pattern that may signal the reversal of a trend. Other frequently-used names for key reversal include "one-day reversal" and "reversal day." How Does a Key Reversal Work? Depending on which way the stock is trending, a key reversal day occurs when: In an uptrend -- prices hit a new high and then close near the previous day's lows. In a downtrend -- prices hit a new low, but close near the previous day's highs WARNING: - For purpose educate only - This script to change bars colors.
Pine Script® strategy
by HPotter
2
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
Optimized RSI Strategy - Buy The Dips (by Coinrule)Buy low and sell high is every trader's mantra. While this approach looks straightforward in theory, it's sometimes challenging to put into practice. That requires stress-management to buy when price drops and resolution in selling when the price is rising. RSI is a useful tool to implement long-term and effective trading strategies. The script presents an optimized RSI trading strategy that uses a Moving average to spot the best time to buy the dip. The strategy buys when the RSI is lower than 35, and at the same time, the price is below the MA100. In this way, the approach helps avoid catching early dips, increasing buying when the bottom approaches. The position closes when the RSI value is above 65 . Depending on the volatility of the coins that the strategy will trade, it's possible to adjust the RSI exit value to chase larger profits. The setup is optimized on a 15-minutes time frame and trading cryptocurrencies versus USD or stable coins. The strategies was backtested over 150 times with multiple setups and coin to assess the best long-term system. The strategy assumes each order to trade 30% of the available capital. A trading fee of 0.1% is taken into account. The fee is aligned to the base fee applied on Binance, which is the largest cryptocurrency exchange.
Pine Script® strategy
by Coinrule
1
Combo Backtest 123 Reversal & Keltner Channel 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 The Keltner Channel, a classic indicator of technical analysis developed by Chester Keltner in 1960. The indicator is a bit like Bollinger Bands and Envelopes. WARNING: - For purpose educate only - This script to change bars colors.
Pine Script® strategy
by HPotter
5
Combo Backtest 123 Reversal & Kaufman Moving Average Adaptive// 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 Everyone wants a short-term, fast trading trend that works without large losses. That combination does not exist. But it is possible to have fast trading trends in which one must get in or out of the market quickly, but these have the distinct disadvantage of being whipsawed by market noise when the market is volatile in a sideways trending market. During these periods, the trader is jumping in and out of positions with no profit-making trend in sight. In an attempt to overcome the problem of noise and still be able to get closer to the actual change of the trend, Kaufman developed an indicator that adapts to market movement. This indicator, an adaptive moving average (AMA), moves very slowly when markets are moving sideways but moves swiftly when the markets also move swiftly, change directions or break out of a trading range. WARNING: - For purpose educate only - This script to change bars colors.
Pine Script® strategy
by HPotter
Combo Backtest 123 Reversal & Kase Dev Stops 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 The Kase Dev Stops system finds the optimal statistical balance between letting profits run, while cutting losses. Kase DevStop seeks an ideal stop level by accounting for volatility (risk), the variance in volatility (the change in volatility from bar to bar), and volatility skew (the propensity for volatility to occasionally spike incorrectly). Kase Dev Stops are set at points at which there is an increasing probability of reversal against the trend being statistically significant based on the log normal shape of the range curve. Setting stops will help you take as much risk as necessary to stay in a good position, but not more. You can change long to short in the Input Settings 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.
Pine Script® strategy
by HPotter
Crypto BOT lower timeframesThis is a crypto bot designed for lower time frames. Its made of 2 EMA, one fast and one slower . They are combined together with Stochastic, MACD and price action patterns. For entries we have multiple conditions : First we check if one of our last 4 closed candles crossed above or below the faster EMA. After that for long, we check that last close is above the fast EMA, that the fast ema is above the slower EMA, at the same time that the histogram from MACD is positive and that we have crossover with the oversold line on stochastic. For the short , the opposite of long. For exit we have TP/SL mechanic based on price % movement, in this example if the price moved 10% from the initial position it will exit.
Pine Script® strategy
by SoftKill21
11
Trend-following RSI Strategy According to classical technical analysis, an RSI above 70 should signal overbought conditions and, thus, a sell-signal. Cryptocurrencies represent a whole new asset class, and they reshape the classical concepts of technical analysis. FOMO-buying can be very powerful, and coins can remain in overbought conditions enough to provide excellent opportunities for scalping trades on the upside. Building a trend-following trading strategy based on the RSI, which is generally considered a contrarian indicator, may sound counter-intuitive. Over 200 backtests prove that this is a very interesting long-term setup. The setup is optimized on a 4-hours time frame and trading cryptocurrencies versus USD or stable coins. The strategy tries to catch coins on sustained uptrends to take advantage of further upside. The strategy's buy-signal triggers when a coin has an RSI above 70 on a 4-hours time frame. The strategy sells the coin if a profit of 6% is achieved. Alternatively, it closes the position if the RSI drops below 55, indicating a possible weakening of the trend. The strategy assumes each order to trade 30% of the available capital. 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
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
Combo Backtest 123 Reversal & Inertia Strategy 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 The inertia indicator measures the market, stock or currency pair momentum and trend by measuring the security smoothed RVI (Relative Volatility Index). The RVI is a technical indicator that estimates the general direction of the volatility of an asset. The inertia indicator returns a value that is comprised between 0 and 100. Positive inertia occurs when the indicator value is higher than 50. As long as the inertia value is above 50, the long-term trend of the security is up. The inertia is negative when its value is lower than 50, in this case the long-term trend is down and should stay down if the inertia stays below 50. WARNING: - For purpose educate only - This script to change bars colors.
Pine Script® strategy
by HPotter
Combo Backtest 123 Reversal & Ichimoku2c 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 Ichimoku Strategy WARNING: - For purpose educate only - This script to change bars colors.
Pine Script® strategy
by HPotter
3
Combo Backtest 123 Reversal & High and Low Levels 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 script shows a high and low period value. Width - width of lines SelectPeriod - Day or Week or Month and etc. LookBack - Shift levels 0 - current period, 1 - previous and etc. WARNING: - For purpose educate only - This script to change bars colors.
Pine Script® strategy
by HPotter
2