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Simple Moving Average (SMA)

Aligned Moving Average IndexMoving averages are considered as aligned when either all faster moving averages are placed above their next slower moving averages or all faster moving averages are placed below their next slower moving averages. In this script, we are considering moving averages of 5, 10, 20, 30, 50, 100 and 200. User can select different moving average types from input : sma, ema, hma, rma, vwma, wma. Moving average is considered as positively aligned when close > ma5 > ma10 > ma20 > ma30 > ma50 > ma100 > ma200 Moving average is considered as negatively aligned when close < ma5 < ma10 < ma20 < ma30 < ma50 < ma100 < ma200 Whenever there is positively aligned moving average, alignment value is considered as +1 and whenever there is negatively aligned moving average, alignment value is considered as -1. Aligned moving average index is sum of n periods of alignment value. We can optionally apply another moving average on this index to see the overall direction.
Pine Script™ indicator
by Trendoscope
3
Simple and efficient MACD crypto strategy with risk managementToday I am glad to bring you another great creation suited for crypto markets. MARKET Its a simple and efficient strategy, designed for crypto markets( btcusd , btcusdt and so on), and suited for for higher time charts : like 1hour, 4hours, 1 day and so on. Preferably to use 1h time charts. COMPONENTS MACD with simple moving average ENTRY DESCRIPTION For entries we have : We check the direction with MACD . Depending if its an uptrend and positive level on histogram of MACD we go long, otherwise we go short. RISK MANAGEMENT In this strategy we use a stop loss based on our equity. For this example I choosed a 2% risk .That means if our account has 100.000 eur, it will automatically close the trade if we lose 2.000. We dont use a take profit level. In this example also we use a 100.000 capital account, risking 5% on each trade, but since its underleveraged, we only use 5000 of that ammount on every trade. With leveraged it can be achieved better profits and of course at the same time we will encounter bigger losses. The comission applied is 5$ and a slippage of 5 points aswell added. For any questions or suggestions regarding the script , please let me know.
Pine Script™ strategy
by SoftKill21
2
All LinesThe objective of this script is to try to display as many overlay indicators as possible simultaneously while keeping the clutter to a minimum. --Included are Indicators are-- sma 20 50 100 200 ema 20 50 100 200 High/Low Bollinger bands upper/lower Pivot points PP R1 R2 R3 S1 S2 S3 -- For Time periods -- Hour,Day,Week --- How To Use -- Switch it on when looking for likely support or resistance areas to plot your trade. The more lines that overlay each other indicate even greater support/resistance at that point meaning if the price is going down it may bounce up at this area or if the price is going up it may bounce down. Also the more visible the line the more strength it has to effect the price. This value can be edited in settings by adjusting the power value for each indicator as it can often depend on what you are trading. --Tips-- If you want to know what the line represents hover your cursor over the dot at the end of the line and a tool tip will appear. If there are to many circles zoom in the price more to separate them and try to hover again.
Pine Script™ indicator
by C06alt
3
Every single moving average (ALMA, EMA, HMA, KAMA, RMA, SMA...)So you may be looking at the graph and thinking "this is a mess", and I agree. The purpose of this script is to plot in the same graph every single type of moving average that I could think of, so you can find the ones that are better for your timeframe and for your asset. Once you add it, disable those types that doesn't seem to serve your purpose, until you can select one you like. The average types are: ALMA, EMA, HMA, KAMA, RMA, SMA, SWMA, VIDYA, VWAP, VWMA, and WMA. Each one is ploted two times (except SWMA and VWAP), one with a short period, and another with a long, both of which you can configure.
Pine Script™ indicator
by EduardoMattje
3
DCA LinesThis is an indicator which shows your position's average price of you started dollar cost averaging 30, 60, 90, 120, 150 and 180 bars ago. Dollar Cost Averaging (DCA) means buying into a position by investing a fixed sum every bar (for example every day or every week). This way, when the coin of stock goes down, you buy more of the stock. Some exchanges such as Coinbase, Revolut or River Financial offer this option of entering a position using automatic DCA. It's a kind of "set it and forget it" investment (but you still have to be careful to sell your position into profit). There are people who DCA into an ETF every week for many years, and so build a position at a very advantageous average price.
Pine Script™ indicator
by danarm
CC - Array-meta Consolidated Interval Display (ACID)This script extends my other two Array examples (which I've also provided to you open source): The Ticker-centric 5m,15m,45m,1h,4h,1d resolution labels using arrays: And the more Macro VIX,GLD,TLT,QQQ,SPY,IWM 1d resolution labels using arrays: This script aims to show how to use min/max/avg with Arrays easily. My next example after this will be exploring the usage of variance versus covariance ratios over different periodic interval resolutions. Currently, this is using the following intervals: 5m,15m,45m,1h,4h,1d. It takes these intervals, calculates the values at those resolutions and puts the absolute min and max from the 5 minute to the 1 day resolutions. It's more of an example of the power that arrays can hold, as all this truly is right now is a min/max bound calculator. The real gem lies in the avg calculators for multiple resoltuions tied into a single label with readable data. Check out the code and let me know what you think. If you need more examples, the other two scripts I mentioned before are also open source. Using this on intervals of less than 1D sometimes times out, the way I wrote it is memory intensive, may not work for non-pro users. Thanks! NONE OF THIS IS FOREWARD LOOKING STATEMENTS, THIS IS NOT A PREDECTIVE ANALYSIS TOOL. THIS IS A RESEARCH ATTEMPT AT A NOVEL INDICATOR. I am not responsible for outcomes using it. Please use and give criticisms freely. I am experimenting with combining resolutions and comparing covariance values at different levels right now, so let me know your thoughts! The last indicator will likely not be open source, but may be depending on how complex I get.
Pine Script™ indicator
by maigcaloctopus
1
Multi timeframes 4 SMA'sThis script gives you the possibility to fastly plot 4 SMA's (défault 20, 50, 100 and 200 periods) in the actual TimeFrame and for 4 others timeframes. In fact, when you're in lower timeframes, you may want to see where highers TF SMA's are without always changing the TF of the chart. This script was created for that. It's really simply to use, by default only 4 SMA's of the present timeframe are ploted. If you want to check the higher TF SMA's, just tick the lines in the script parameters. No strategy here, only trying to faster the use of indicators by changing parameters on multiple MA in the same time. Don't hesitate to leave a comment if you have ideas to improve the script. Enjoy !
Pine Script™ indicator
by Mysteriown
CC - Macro Consolidated Interval Display (MCID)Ever wish you didn't have to rapidly flip between 6 different tickers to get the full picture? Yeah, me too. Do you also wish that you kind of understood how the shift / unshift function works for arrays? Yeah, I did too. Both of those birds are taken care of with one stone! The Macro Consolidated Interval Display uses the new Array structure and security to display data for VIX, GLD, TLT, QQQ, SPY and IWM (at a 1D interval) SIMUTANEOUSLY! Regardless of which ticker you're looking at you can get the full picture of macro futures data without flipping around to get it. This is my first script trying to use arrays. It basically shows the following a 1d interval: ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP for VIX. ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP for GLD. ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP for TLT. ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP for QQQ. ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP for SPY. ATR14, RSI7, RSI14, SMA50, SMA200 and VWAP for IWM To make it more or less busy, I've allowed you to toggle off any of the levels you wish. I've also chosen to leave this as open source, as it's nothing too experimental, and I hope that it can gain some traction as an Array example that the public can use! If you don't like the different values that are shown, use this source code example as a spring-board to put values that you do care about onto the labels. If this code has helped you at all please drop me a like or some constructive criticism if you do not think it's worth a like. Good luck and happy trading friends. This should be compatible with my CID as well: If this gets traction, I will post something similar for a dynamic combination of tickers and intervals that you can set yourself.
Pine Script™ indicator
by maigcaloctopus
BTC Volume Contango IndexBased on my previous script "BTC Contango Index" which was inspired by a Twitter post by Byzantine General: This is a script that shows the contango between spot and futures volumes of Bitcoin to identify overbought and oversold conditions. When a market is in contango, the volume of a futures contract is higher than the spot volume. Conversely, when a market is in backwardation, the volume of the futures contract is lower than the spot volume. The aggregate daily volumes on top exchanges are taken to obtain Total Spot Volume and Total Futures Volume. The script then plots (Total Futures Volume/Total Spot Volume) - 1 to illustrate the percent difference (contango) between spot and futures volumes of Bitcoin. This data by itself is useful, but because aggregate futures volumes are so much larger than spot volumes, no negative values are produced. To correct for this, the Z-score of contango is taken. The Z-score (z) of a data item x measures the distance (in standard deviations StdDev) and direction of the item from its mean (U): Z-score = (x - U) / StDev A value of zero indicates that the data item x is equal to the mean U, while positive or negative values show that the data item is above or below the mean (x Values of +2 and -2 show that the data item is two standard deviations above or below the chosen mean, respectively, and over 95.5% of all data items are contained within these two horizontal references). We substitute x with volume contango C, the mean U with simple moving average ( SMA ) of n periods (50), and StdDev with the standard deviation of closing contango for n periods (50), so the above formula becomes: Z-score = (C - SMA (50)) / StdDev(C,50). When in contango, Bitcoin may be overbought. When in backwardation, Bitcoin may be oversold. The current bar calculation will always look incorrect due to TV plotting the Z-score before the bar closes.
Pine Script™ indicator
by MartinShkreIi
6
Closing RangeIndicator shows the closing range of each bar. Closing range is where the bar closes (high - close) relative to the length of the wick (high - low). A close at the top of the wick would be 100%, middle 50%, bottom 0%. In addition, the indicator multiplies closing range by volume to weight toward high volume days. A simple moving average is applied to visualize trend in volume-weighted closing range over time. Options include changing the threshold of bullish closes. The default is 50%, but you can view a close above 40% as a bullish. Simple moving average can be enabled/disabled as well as the length adjusted.
Pine Script™ indicator
by drewby4321
Simple Moving Average CrossThe script uses 3 simple moving averages that you can define (SMA Top, SMA Mid, SMA Long). Once the SMA Top is above the SMA Mid and the SMA Mid is above the SMA Top a long position is entered. Once the SMA Top is below the SMA Mid and the SMA Mid is below the SMA Top a short position is entered. You may define how long before these positions are entered by adjusting the bars in the Inputs section. A setting of 0 will enter a position as soon as the conditions are met, whereas a setting of 5 will wait 5 bars after the conditions are met before entering the positions.
Pine Script™ strategy
by DaneSchell
1
SMA Strategy - Indicator Version for AlertIn this indicator, I made use of two different sma intersections for buying and selling points. You can use the intersection of 2 sma values for buying and 2 separate sma intersection for selling. There are 3 different alarms for those who want to set an alarm. - Cross Alarm: The alarm that will work on buy-sell signals for those who have the right to set a single alarm. - Buy Alarm: The alarm that will operate at the receiving point according to the values you specified. - Sell Alarm: The alarm that will operate at the sales point according to the values you specify.
Pine Script™ indicator
by melihtuna
PineScript v4 - Forex Pin-Bar Trading StrategyPineScript v4, forex trading robot based on the commonly used bullish / bearish pin-bar piercing the moving averages strategy. I coded this robot to stress-test the PineScript v4 language to see how advanced it is, and whether I could port a forex trading strategy from MT4 to TradingView. In my opinion, PineScript v4 is still not a professional coding language; for example you cannot use IF-statements to modify the contents of global variables; this makes complex robot behaviour difficult to implement. In addition, it is unclear if the programmer can use nested IF-ELSE, or nested FOR within IF. The sequence of program execution is also unclear, and although complex order entry and exit appears to function properly, I am not completely comfortable with it. Recommended Chart Settings: Asset Class: Forex Time Frame: H1 Long Entry Conditions: a) Moving Average up trend, fast crosses above slow b) Presence of a Bullish Pin Bar c) Pin Bar pierces either Moving Average d) Moving Averages must be sloping up, angle threshold (optional) Short Entry Conditions: a) Moving Average down trend, fast crosses below slow b) Presence of a Bearish Pin Bar c) Pin Bar pierces either Moving Average d) Moving Averages must be sloping down, angle threshold (optional) Exit Conditions: a) Stoploss level is hit b) Takeprofit level is hit c) Moving Averages cross-back (optional) Default Robot Settings: Equity Risk (%): 3 //how much account balance to risk per trade Stop Loss (x*ATR, Float): 2.1 //stoploss = x * ATR, you can change x Risk : Reward (1 : x*SL, Float): 3.1 //takeprofit = x * stop_loss_distance, you can change x Fast MA (Period): 20 //fast moving average period Slow MA (Period): 50 //slow moving average period ATR (Period): 14 //average true range period Use MA Slope (Boolean): true //toggle the requirement of the moving average slope Bull Slope Angle (Deg): 1 //angle above which, moving average is considered to be sloping up Bear Slope Angle (Deg): -1 //angle below which, moving average is considered to be sloping down Exit When MA Re-Cross (Boolean): true //toggle, close trade if moving average crosses back Cancel Entry After X Bars (Period): 3 //cancel the order after x bars not triggered, you can change x Backtest Results (2019 to 2020, H1, Default Settings): EURJPY - 111% profit, 2.631 profit factor, 16.43% drawdown EURUSD - 103% profit, 2.899 profit factor, 14.95% drawdown EURAUD - 76.75% profit, 1.8 profit factor, 17.99% drawdown NZDUSD - 64.62% profit, 1.727 profit factor, 19.14% drawdown GBPUSD - 58.73% profit, 1.663 profit factor, 15.44% downdown AUDJPY - 48.71% profit, 1.635 profit factor, 11.81% drawdown USDCHF - 30.72% profit, 1.36 profit factor, 22.63% drawdown AUDUSD - 8.54% profit, 1.092 profit factor, 19.86% drawdown EURGBP - 0.03% profit, 1.0 profit factor, 29.66% drawdown USDJPY - 1.96% loss, 0.972 profit factor, 28.37% drawdown USDCAD - 6.36% loss, 0.891 profit factor, 21.14% drawdown GBPJPY - 28.27% loss, 0.461 profit factor, 39.13% drawdown To reduce the possibility of curve-fitting, this robot was backtested on 12 popular forex currencies, as shown above. The robot was profitable on 8 out of 12 currencies, breakeven on 1, and made a loss on 3. The default robot settings could be over-fitting for the EUR, as we can see out-sized performance for the EUR pairs, with the exception of the EURGBP. We can see that GBPJPY made the largest loss, so these two pairs could be related. Risk Warning: This is a forex trading strategy that involves high risk of equity loss, and backtest performance will not equal future results. You agree to use this script at your own risk.
Pine Script™ strategy
by TsangYouJun
5