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Trend Analysis

Hull Crossover Strategy no TP or SLWhat is it? A simple yet effective strategy ran on the 30m chart. This is a basic idea that can be expanded on using different indicator to either add signals or filter out certain bad signals! The strategy consists of 1 fast moving average and 1 slow moving average. Both of these moving averages are the Hull Moving Average What is the Hull Moving Average? The Hull Moving Average ( HMA ) is a directional trend indicator. It captures the current market conditions and uses recent price action to determine if conditions are bullish or bearish relative to historical data. The Hull is different from traditional trend indicators like the EMA and the SMA . It is designed to reduce the lag often associated with other MAs by providing a faster signal on a smoother visual plane. How it works? When the fast HMA crosses over the slow HMA , we initiate a long signal, and when the fast HMA crosses under the slow HMA , we initiate a short signal. Conclusion The power of simplicity is what makes this such a great core to use to build onto making something even better! The results were optimised to suit the most common market conditions seen today. ******** Not financial advice! ********
Pine Script™ strategy
by Tuned_Official
6
8 Whittle DownThe system is designed to short on directionally negative instruments like VXX & SQQQ The system only shorts, no longs It enters a pilot position if the system has no trades open at the time is in the late afternoon It uses a 200-day moving average as a filter and will only short if the price is below the 200 day moving average The pilot position will only enter with 1/3 ( one third ) of the total expected position size StopLossPerc sets the stop loss, (1.15) means it is set to a 15% stop loss. -- The Red Line The system will buy additional shares for a full position if the pilot piston profit target was not reached The full shares position is set to purchase at a higher price. T2EntTrgPerc sets the buy percentage target for the additional shares. -- The Yellow Line Each entry has different settable profit targets. T1ProfTrgPerc sets the profit target for the first trade (0.95) is basically set to a 5% profit. T2ProfTrgPerc sets the profit target for the second trade (0.90) is basically set to a 10% profit. -- The White Line RED LINE == STOP LOSS LINE GREENLINE == PROFIT TARGET FOR THE 1ST TRADE YELLOW LINE == ADD ON SHARES TO THE TRADE WHITE LINE == PROFIT TARGET FOR THE 1st & 2nd TRADE COMBINED Let me know if you have any questions and I'll try to clarify
Pine Script™ strategy
by HermanBrummer
Combo Backtest 123 Reversal & Awesome Oscillator (AO) 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 indicator is based on Bill Williams` recommendations from his book "New Trading Dimensions". We recommend this book to you as most useful reading. The wisdom, technical expertise, and skillful teaching style of Williams make it a truly revolutionary-level source. A must-have new book for stock and commodity traders. The 1st 2 chapters are somewhat of ramble where the author describes the "metaphysics" of trading. Still some good ideas are offered. The book references chaos theory, and leaves it up to the reader to believe whether "supercomputers" were used in formulating the various trading methods (the author wants to come across as an applied mathemetician, but he sure looks like a stock trader). There isn't any obvious connection with Chaos Theory - despite of the weak link between the title and content, the trading methodologies do work. Most readers think the author's systems to be a perfect filter and trigger for a short term trading system. He states a goal of 10%/month, but when these filters & axioms are correctly combined with a good momentum system, much more is a probable result. There's better written & more informative books out there for less money, but this author does have the "Holy Grail" of stock trading. A set of filters, axioms, and methods which are the "missing link" for any trading system which is based upon conventional indicators. This indicator plots the oscillator as a histogram where periods fit for buying are marked as blue, and periods fit for selling as red. If the current value of AC (Awesome Oscillator) is over the previous, the period is deemed fit for buying and the indicator is marked blue. If the AC values is not over the previous, the period is deemed fir for selling and the indicator is marked red. WARNING: - For purpose educate only - This script to change bars colors.
Pine Script™ strategy
by HPotter
1
Stock trending strategy This is a long only strategy designed maily for stock markets and futures. In general it works best with 1h, however it can be optimized with other timeframes as well. Components: VWAP MACD histogram EMA 9 Rules for entry Long : For VWAP: close is above the vwap daily EMA: close is above the moving average MACD histogram is above 0 Short: For VWAP: close is belowthe vwap daily EMA: close is below the moving average MACD histogram is below 0 Rules for exit This strategy does not have any risk management inside. Instead it exits whenver it receives an opposite signal form the original one used for entry. If you have any questions let me know !
Pine Script™ strategy
by exlux
Ichimoku with MACD/ CMF/ TSIThis is a very powerful trend strategy designed for markets such as stocks market , stock index and crypto. For time frames I found out that 1h seems to do the trick. Components: Ichimoku full pack MACD histogram CMF oscillator TSI oscillator Rules for entry Long : For Ichimoku:Tenkan part of cloud is bigger than kijun, Chikou is above 0 , close of a candle is above the Senkou MACD histogram is above 0 CMF oscillator is positive and bigger than 0.1 TSI oscillator is above 0 Short: For Ichimoku:Tenkan part of cloud is smaller than kijun, Chikou is below 0 , close of a candle is belowthe Senkou MACD histogram is below 0 CMF oscillator is negative and below -0.1 TSI oscillator is below 0 Rules for exit This strategy does not have any risk management inside. Instead it exits whenver it receives an opposite signal form the original one used for entry. If you have any questions let me know !
Pine Script™ strategy
by exlux
Combo Backtest 123 Reversal & Awesome Oscillator (AC) 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 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.
Pine Script™ strategy
by HPotter
2
Random Entries Work!" tHe MaRkEtS aRe RaNdOm ", say moron academics. The purpose of this study is to show that most markets are NOT random! Most markets show a clear bias where we can make such easy money, that a random number generator can do it. === HOW THE INDICATOR WORKS === The study will randomly enter the market The study will randomly exit the market if in a trade You can choose a Long Only, Short Only, or Bidirectional strategy === DEFAULT VALUES AND THEIR LOGIC === Percent Chance to Enter Per Bar: 10% Percent Chance to Exit Per Bar: 3% Direction: Long Only Commission: 0 Each bar has a 10% chance to enter the market. Each bar has a 3% to exit the market . It will only enter long. I included zero commission for simplification. It's a good exercise to include a commission/slippage to see just how much trading fees take from you. === TIPS === Increasing "Percent Chance to Exit" will shorten the time in a trade. You can see the "Avg # Bars In Trade" go down as you increase. If "Percent Chance to Exit" is too high, the study won't be in the market long enough to catch any movement, possibly exiting on the same bar most of the time. If you're getting the red screen, that means the strategy lost so much money it went broke. Try reducing the percent equity on the Properties tab. Switch the start year to avoid/minimize black swan events like the covid drop in 2020. === FINDINGS === Most markets lose money with a "Random" direction strategy. Most markets lose ALL money with a "Short Only" strategy. Most markets make money with a "Long Only" strategy. Try this strategy on: Bitcoin (BTCUSD) and the NASDAQ (QQQ). There are two popular memes right now: "Bitcoin to the moon" and "Stocks only go up". Both are seemingly true. Bitcoin was the best performing asset of the 2010's, gaining several billion percent in gains. The stock market is on a 100 year long uptrend. Why? BECAUSE FIAT CURRENCIES ALWAYS GO DOWN! This is inflation. If we measure the market in terms of others assets instead of fiat, the Long Only strategy doesn't work anymore (or works less well). Try this strategy on: Bitcoin/GLD (BTCUSD/GLD), the Eurodollar (EURUSD), and the S&P 500 measured in gold (SPY/GLD). Bitcoin measured in gold (BTCUSD/GLD) still works with a Long Only strategy because Bitcoin increased in value over both USD and gold. The Eurodollar (EURUSD) generally loses money no matter what, especially if you add any commission. This makes sense as they are both fiat currencies with similar inflation schedules. Gold and the S&P 500 have gained roughly the same amount since ~2000. Some years will show better results for a long strategy, while others will favor a short strategy. Now look at just SPY or GLD (which are both measured in USD by default!) and you'll see the same trend again: a Long Only strategy crushes even when entering and exiting randomly. === " JUST TELL ME WHAT TO DO, YOU NERD! " === Bulls always win and Bears always lose because fiat currencies go to zero. You're not underperforming a random number generator, are you?
Pine Script™ strategy
by gregoirejohnb
2
Strategy TemplateTrying to include few basic things which is needed for strategy which can be used as template. Few important components Strategy parameters Few important parameters include - initial_capital, default_qty_type, default_qty_value, commission_type, pyramiding and commission_value. All my strategies will have similar settings with initial captial set to 20000 to 100000. 100% of equity per trade with no pyramiding (set to 1) and minimal commission. margin_long and margin_short can be used for leveraged trading. But, since we are not using pyramiding, it will make no effect. Trade Limiting parameters Two types of limiting is available in the scripts Limiting trading direction : this is done through method strategy.risk.allow_entry_in and input parameter tradeDirection Limiting trades to particular time window : This is achieved through adding start time and end time parameters of type input.time and check whether time is within this window Custom Methods customized security method to get higher timeframe data customized moving average method to get moving average of any type Custom Parameters Moving average Type option list which I use quite often. Any strategy where there is need to use moving average, I try to scan through different moving average types and lengths to see which one is more appropriate for the given strategy. Hence, keeping this parameter in template to make it readily available when I start with new strategy waitForCloseBeforeExit - this is used if trailing stop need to activated as soon as price hits the stop or only on close price. This is again something I switch quite often based on strategy. Hence, keeping this as part of the template. Entry and Exit statements for long and short These statements from line (57 to 62) can remain as is even with new strategy. Only thing to be set are variables - buyCondition, sellCondition, closeBuyCondition and closeSellCondition Last but not the least In pinescript, a long and short position cannot coexist in a strategy at any point of time. Any short positions created will automatically stop long positions and vice versa. Hence, it is important make short and long trades mutually exclusive. In this example, I have used 200 weekly moving average as trend bias. No short positions are taken when price is trading above 200 weekly moving average low/close and no long positions are taken when price is less than 200 weekly moving average high/close. Any rule built on top of this (In this case a simple supertrend rules) ensures that there are no conflicting signals and hence avoids confusing trades on the stratgy.
Pine Script™ strategy
by Trendoscope
MACandles-LinearRegression-StrategyThis is combination of multiple indicators and strategies. Mainly useful for indexes and to time the entry and exits of indexes. No stoploss used - makes it less desirable for leveraged trades or trading individual stocks. Let us rewind and look back at some of the indicators/strategies published earlier. 1. Moving Average Candles - this is one of my favourite tool for general trend filtering. Applying supertrend on moving average candles is one of the easiest ways to find reversal in trending market without exiting positions too early. Few scripts published on this basis are: MA Candles Supertrend MA Candles Supertrend Strategy 2. VixFix and Linear Regression - this itself is combination of two indicators. Williams-Vix-Fix-Finds-Market-Bottoms - by @ChrisMoody Squeeze-Momentum-Indicator - by @LazyBear I have combined these two indicators to derive VIX-Fix linear regression to find absolute market bottoms. More description here: VixFixLinReg-Strategy VixFixLinReg-Indicator Now, in this strategy, we combine all these together. Derive moving average candles Derive momentum of moving average candles Derive Linear regression on momentum Optionally, also calculate VIX Fix and Linear regression on VixFix momentum To find market bottom: There are two options 1. Use when momentum of MA candles hit bottom (red) and slowly turn up (orange). In aggressiveLong mode, signals are also generated when momentum starts going positive from negative. 2. Use Vix Fix linear regression of MA candles as described in the original script of VixFixLinReg-Strategy To find market top Here only Ma candles momentum decreasing is used as signal. If looking for longTrades , exit signal is generated only when momentum is turning negative extreme(orange). Or else, exit signal is generated when momentum has turned neutral. At this stage, it is very much experimental - use it with caution :)
Pine Script™ strategy
by Trendoscope
10
Pivot Reversal strategy long onlyPivot Point Reversal Strategy Pivot point reversal strategy is based on the first support level’s price action during the bullish trend and the first resistance level during the bearish trend . Traders follow the main trend and enter into the trade after reversal analyzing pivot point levels. This version is an upgraded version, combining the initial pivot point reversal strategy together with one of the most accuracy moving average in my opinion for day trade, the Least square moving average. At the same time I applied an option to backtest using a date range and a leverage calculator. The default options are optimized for BTC /USDT 2H charts, using 0.1% comission fee. If you have any questions, let me know
Pine Script™ strategy
by exlux
Extremely high win rate FOREX swing strategyTHis is a very simple yet extremely efficient FOREX strategy . In general it tends to work the best against NZD and AUD pairs, however other major pairs and crosses can work as well. It's made of a time management, together with MACD , moving average , a price action rule and a risk management. THe logic behind is the next one : For LONG: We have 3 ascending candles. Histogram of MACD is positive. Last close of a candle is was above moving average. If all those previous condition happened before 17/18 UTC time depending if its summer time or not, we enter the trade. For Short: We have 3 descending candles. Histogram of MACD is negative. Last close of a candle is was below moving average. If all those previous condition happened before 17/18 UTC time depending if its summer time or not, we enter the trade. RIsk management For risk management, since we aim to have a 95%+ win rate, we aim to have a 5:1 or 10:1 risk to reward ratio. Meaning that for each $ we can win, we can lose 5-10$. THats why I recommend to be extremely careful when playing with leverage with this strategy.
Pine Script™ strategy
by exlux
6
Full Forex scalper StrategyTHis is a FOREX scalping system that can be optimized with almost all majors and crosses pairs. Its made of multiple elements such as : MACD Stochastic RSI Fast VW moving average Slow VW moving average Time management( forex sessions as inputs) Rules for entry Long Last 2 MACD values were ascending, fast moving average is below moving average and stochastic RSI is below 30 level. At the same time we are either into London or NY session. Short Last 2 MACD values were descending, fast moving average is above moving average and stochastic RSI is above 70 level. At the same time we are either into London or NY Rules for exit WE have 2 exit possibilities: we can exit either at the end of NY/London Session or based on a TP/SL risk management calculating % in movement. If you have any questions let me know !
Pine Script™ strategy
by exlux
3
Combo Backtest 123 Reversal & 2/20 Exponential MA 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 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. WARNING: - For purpose educate only - This script to change bars colors.
Pine Script™ strategy
by HPotter
3
Vwap mtf Swing Stock StrategyThis is a trending strategy designed for stock market, especially long trending assets such as TSLA, NIO, AMAZON and so on. Its made of volatility bands and weekly VWAP, in this case daily and weekly. This strategy has been adapted to go long only. Rules for entry For long , we want to enter close of a candle is above vwap weekly, and at the same time the close of a candle cross-under the lower volatility band. For exit , we want to enter close of a candle is below vwap weekly, and at the same time the close of a candle cross-over the upper volatility band. This strategy does not have a risk management inside, so use it with caution. If you have any questions, let me know !
Pine Script™ strategy
by exlux
9
Ichimoku + RSI Crypto trending strategyThis is a crypto trending strategy designed for big timeframes such as 3-4h+. Its components are: RSI ICHIMOKU full pack Heikin Ashi candles for logic calculation inside Rules for entry. For long : we have a long cross condition on ichimoku and price is above the ichimoku lines, and at the same time RSI value is > 50. For long : we have a short cross condition on ichimoku and price is below the ichimoku lines, and at the same time RSI value is < 50. Rules for exit We exit whenever we receive an opposite signal of the initial entry. SInce this strategy is using no risk management inside, I recommend to be careful with it . If you have any questions, let me know !
Pine Script™ strategy
by exlux
3 RSI 6sma/ema ribbon crypto strategyThis is a very efficient swing trading strategy designed for crypto long timeframes like 2h+. Initially we have 3 RSI . AFter that we use them as source for 6 SMA/EMA for each RSI, 5, 30, 50, 70, 90, 100. With those we create a ribbon that we are going to use in order to check the direction of the trend. Rules for entry: For long : if either all the SMA/EMA's from the 2nd RSI are telling us to go long, or all the all SMA/EMA's from the 3rd rsi are telling us to go long F For short : if either all the SMA/EMA's from the 2nd RSI are telling us to go short, or all the all SMA/EMA's from the 3rd rsi are telling us to go short We exit when we get an opposite condition than the entry one. Caution: this strategy has no risk management inside, so use it with caution. If you have any questions , let me know !
Pine Script™ strategy
by exlux
BTC Candle Correlation Strategy This is a special strategy adapted for crypto market, which instead of using the current chart candles, we use inside calculation a candle from different charts. For best usage I recommend a big timeframe like 1-4h+. In this case we take the high, low, open and close candles from different brokers for BTC, and with it we form up the candle that we are going to use for the logic of entry. At the same time we are going to create an upper and lower bands using a moving average and the difference between high and low. So in a way to put it, if BTC triggers a sell or buy order, we input instead these orders on the current chart, like in this example with ETH. Rules for entry For long : if we have a crossover of the btc source value with the upper band . For short: if we have a crossunder of the btc source vale with the lower band. For exit, we do it when we receive a different signal than the initial one. This strategy does not have any other risk management inside, so use it with caution. If you have any other questions, let me know !
Pine Script™ strategy
by exlux
7
Forex Daytrade T3 MA sessionThis is a simple yet very efficient daytrading strategy for most crosses pairs, like EUR/NZD, EUR/AUD , GBP/NZD, GBP/AUD and so on. It tends to works best with 1h and 15 min time frame charts. Its components are : Entry time = session that we want to trade, where we can combine for example half of London and all of NY using an hour system. T3 Moving average Price action. Rules for entry For long , we are during the hours we want to trade, current close is price is above previous high and at the same time is above moving average For short , we are during the hours we want to trade, current close is price is below previous low and at the same time is below moving average Rules for exit We exit when either the opposite condition is triggered, if the hours of trading are off or based on a percentage TP/SL system movement. For this example we use 1% movement both for TP and SL If you have any questions, let me know !
Pine Script™ strategy
by exlux
Combo Backtest 123 Reversal & Stochastic RSIThis 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 strategy used to calculate the Stochastic RSI WARNING: - For purpose educate only - This script to change bars colors.
Pine Script™ strategy
by HPotter
1
[Advanced] Hilega-Milega IndicatorThis Indicator Name is Hilega Milega, and the original Idea given by Nitish Kumar, I just coded it and add some signals for backtesting. it works on RSI + WMA and EMA plotted. Default Values Used : RSI = 9 WMA = 21 EMA = 3 But i added some extra, now everyone can change the Type of WMA and EMA, also SMA for trend confirmation, How it works ?? Buy : When RSI crossover WMA or any Type of Moving Average you choose, Sell : When RSI crossunder WMA or any Type of Moving Average you choose, also: Buy : When EMA crossover WMA or any Type of Moving Average you choose, Sell : When EMA crossunder WMA or any Type of Moving Average you choose, also: Buy : When RSI + EMA crossover WMA or any Type of Moving Average you choose at the Same time, Sell : When RSI + EMA crossunder WMA or any Type of Moving Average you choose at the Same time, and Much More...! hope so you like it,
Pine Script™ strategy
by HamidBox
7