Get started

Crossover

Linear Cross Trading StrategyLinear Cross Trading Strategy The Linear Cross trading strategy is a technical analysis strategy that uses linear regression to predict the future price of a stock. The strategy is based on the following principles: The price of a stock tends to follow a linear trend over time. The slope of the linear trend can be used to predict the future price of the stock. The strategy enters a long position when the predicted price crosses above the current price, and exits the position when the predicted price crosses below the current price. The Linear Cross trading strategy is implemented in the TradingView Pine script below. The script first calculates the linear regression of the stock price over a specified period of time. The script then plots the predicted price and the current price on the chart. The script also defines two signals: Long signal: The long signal is triggered when the predicted price crosses above the current price. Short signal: The short signal is triggered when the predicted price crosses below the current price. The script enters a long position when the long signal is triggered and exits the position when the short signal is triggered. Here is a more detailed explanation of the steps involved in the Linear Cross trading strategy: Calculate the linear regression of the stock price over a specified period of time. Plot the predicted price and the current price on the chart. Define two signals: the long signal and the short signal. Enter a long position when the long signal is triggered. Exit the long position when the short signal is triggered. The Linear Cross trading strategy is a simple and effective way to trade stocks. However, it is important to note that no trading strategy is guaranteed to be profitable. It is always important to do your own research and backtest the strategy before using it to trade real money. Here are some additional things to keep in mind when using the Linear Cross trading strategy: The length of the linear regression period is a key parameter that affects the performance of the strategy. A longer period will smooth out the noise in the price data, but it will also make the strategy less responsive to changes in the price. The strategy is more likely to generate profitable trades when the stock price is trending. However, the strategy can also generate profitable trades in ranging markets. The strategy is not immune to losses. It is important to use risk management techniques to protect your capital when using the strategy. I hope this blog post helps you understand the Linear Cross trading strategy better. Booost and share with your friend, if you like.
Pine Script™ strategy
by stocktechbot
Vortex Cross w/MA ConfirmationThis script is a trading strategy that combines the Vortex Indicator and a Moving Average (MA) to generate potential entry signals for long and short positions. 1. Vortex Indicator: The Vortex Indicator consists of two lines: Vortex Positive (VIP) and Vortex Negative (VIM). It is designed to identify trend direction and measure the strength of a trend. 2. Moving Average (MA): The script uses a chosen type of Moving Average (SMA, EMA, SMMA, WMA, or VWMA) to smooth the price data. The smoothed line is referred to as the "Smoothing Line." 3. Determine Long and Short Conditions: The script looks for potential long entry signals when VIP crosses above VIM, highlighting each crossover on the chart, and the closing price is above the Smoothing Line. It searches for short entry signals when VIM crosses above VIP, with the closing price is below the Smoothing Line. When the long or short conditions are met, the strategy enters either a long or short position accordingly. Potential Usage: The strategy can be utilized in trending markets, where the Vortex Indicator helps identify trend direction and strength, and the Moving Average smooths the price data to filter out some noise. It aims to capture trends and ride them while avoiding false signals during choppy or sideways markets.
Pine Script™ strategy
by NantzOS
1
Moving Average - TREND POWER v1.1- (AS)0)NOTE: This is first version of this indicator. It's way more complicated than it should be. Check out Moving Average-TREND POWER v2.1-(AS), its waaaaay less complicated and might be better.Enjoy... 1)INTRODUCTION/MAIN IDEA: In simpliest form this script is a trend indicator that rises if Moving average if below price or falling if above and going back to zero if there is a crossover with a price. To use this indicator you will have to adjust settings of MAs and choose conditions for calculation. While using the indicator we might have to define CROSS types or which MAs to use. List of what cross types are defined in the script and Conditiones to choose from.The list will be below. 2) COMPOSITION: -MA1 can be defined by user in settings, possible types: SMA, EMA, RMA, HMA, TEMA, DEMA, LSMA, WMA. -MA2 is always ALMA 3) OVERLAY: Default is false but if you want to see MA1/2 on chart you can change code to true and then turn on overlay in settings. Most plot settings are avalible only in OV=false. if OV=true possible plots ->MA1/2, plotshape when choosen cross type if OV=false -> main indicator,TSHs,Cross counter 4)PRESETS : Indicator has three modes that can be selected in settings. First two are presets and do not require selecting conditions as they set be default. -SIMPLE - most basic -ABSOLUTE - shows only positive values when market is trending or zero when in range -CUSTOM - main and the most advanced form that will require setting conditions to use in calculating trend 4.1)SIMPLE – this is the most basic form of conditions that uses only First MA. If MA1 is below selected source (High/Low(High for Uptrend and Low for DNtrend or OHLC4) on every bar value rises by 0.02. if it above Low or OHLC4 it falls by 0.02 with every bar. If there is a cross of MA with price value is zero. This preset uses CROSS_1_ULT(list of all cross types below) 4.2) ABSOLUTE – does not show direction of the trend unlike others and uses both MA1 and MA2. Uses CROSS type 123_ULT 4.3) CUSTOM – here we define conditions manually. This mode is defined in parts (5-8 of description) 5)SETTINGS: SOURCE/OVERLAY(line1) – select source of calculation form MA1/MA2, select for overlay true (look point 3) TRESHOLDS(line2). – set upper and lower THS, turn TSHs on/off MA1(line3) – Length/type of MA/Offset(only if MA type is LSM) MA2(line4) – length/offset/sigma -(remember to set ma in the way that in Uptrend MA2MA1 in DNtrend) Use faster MA types for short term trends and slower types / bigger periods for longer term trends, defval MA1/2 settings are pretty much random so using them is not recomended. CROSSshape(line5) – choose which cross type you want to plot on chart(only in OV=true) or what type you want to use in counting via for loops, CROSScount(line6) – set lookback for type of cross choosen above BOOLs in lines 5 and 6 - plotshape if OV=true/plot CROSScount histogram (if OV=false) Lines 7 and 8 – PRESET we want to use /SRC for calculation of indicator/are conditions described below/which MAs to use/Condition for reducing value t 0 - (if PRESET is ABSOLUTE or SIMPLE only SRC should be set(Line 8 does not matter if not CUSTOM)) 5)SOURCE for CONDS: Here you can choose between H/L and OHLC. If H/L value grow when MAlow. If OHLC MAOHLC. H/L is set by default and recommended. This can be selected for all presets not only CUSTOM 6)CROSS types LIST: “1 means MA1, 2 is MA2 and 3 I cross of MA1/MA2. L stands for low and H for high so for example 2H means cross of MA2 and high” NAME -DEFINITION Number of possible crosses 1L - cross of MA1 and low 1 1H - cross of MA1 and high 1 1HL - cross of MA1 and low or MA1 and high 2 -1L/1H 2L - cross of MA2 and low 1 2H - cross of MA2 and high 1 2HL - cross of MA2 and low or MA1 and high 2 -2L/2H 12L - cross of MA1 and low or MA2 and low 2 -1L/2L 12H - cross of MA1 and high or MA2 and high 2 -1H/2H 12HL - MA1/2 and high/low 4 -1H/1L/2H/2L 3 -cross of MA1 and MA2 1 123HL -crosses from 12HL or 3 5 -12HL/3 1_ULT - cross of MA1 with any of price sources(close,low,high,ohlc4 etc…) 2_ULT - cross of MA2 with any of price sources(close,low,high,ohlc4 etc…) 123_ULT – all crosses possible of MA1/2 (all of the above so a lot) 7)CRS CONDS: “conditions to reduce value back to zero” >/< - 0 if indicator shows Uptrend and there’s a cross with high of selected MA or 0 if in DNtrend and cross with low. Better for UP/DN trend detection ALL – 0 if cross of MA with high or low no matter the trend, better for detecting consolidation ULT – if any cross of selected MA, most crosses so goes to 0 most often 8)MA selection and CONDS: -MA1: only MA1 is used,if MA1 below price value grows and the other way around MA1price =-0.02 -MA2 – only MA2 is used, same conditions as MA1 but using MA2 MA2price =-0.02 -BOTH – MA1 and MA2 used, grows when MA1 if below, grows faster if MA1 and MA2 are below and fastest when MA1 and MA2 are below and MA2price=-0.02 -MA1 and MA2 >price=-0.03 -MA1 and MA2 ?price and MA2>MA1=-0.04 9)CONDITIONS SELECTION SUMMARRY: So when CUSTOM we choose : 1)SOURCE – H/L or OHLC 2)MAs – MA1/MA2/BOTH 3)CRS CONDS (>/<,ALL,ULT) So for example... if we take MA1 and ALL value will go to zero if 1HL if MA1 and >/< - 0 if 1L or 1H (depending if value is positive or negative).(1L or 1H) If ALL and BOTH zero when 12HL If BOTH and ULT value goes back to zero if Theres any cross of MA1/MA2 with price or cross of MA1 and MA2.(123_ULT) If >/< and BOTH – 0 if 12L in DNtrend or 12H if UPtrend 10) OTHERS -script was created on EURUSD 5M and wasn't tested on different markets -default values of MA1/MA2 aren't optimalized so do not -There might be a logical error in the script so let me know if you find it (most probably in 'BOTH') -thanks to @AlifeToMake for help -if you have any ideas to improve let me know -there are also tooltips to help
Pine Script™ indicator
by Adam-Szafranski
9:22 5 MIN 15 MIN BANKNIFTY9:22 5 MIN 15 MIN BANKNIFTY Strategy with Additional Filters The 9:22 5 MIN 15 MIN BANKNIFTY Strategy with Additional Filters is a trend-following strategy designed for trading the BANKNIFTY instrument on a 5-minute chart. It aims to capture potential price movements by generating buy and sell signals based on moving average crossovers, breakout confirmations, and additional filters. Key Features: Fast MA Length: 9 Slow MA Length: 22 ATR Length: 14 ATR Filter: 0.5 Trailing Stop Percentage: 1.5% Pullback Threshold: 0.5 Minimum Candle Body Percentage: 0.5 Use Breakout Confirmation: Enabled Additional Filters: Volume Threshold: Set a minimum volume requirement for trades. Trend Filter: Optionally enable a trend filter based on a higher timeframe moving average. Momentum Filter: Optionally enable a momentum filter using the RSI indicator. Support/Resistance Filter: Optionally enable a filter based on predefined support and resistance levels. Buy and Sell Signals: Buy Signal: A buy signal is generated when the fast moving average crosses above the slow moving average, with additional confirmation from breakout and volume criteria, along with optional trend, momentum, and support/resistance filters. Sell Signal: A sell signal is generated when the fast moving average crosses below the slow moving average, with similar confirmation and filtering criteria as the buy signal. Exit Strategy: The strategy employs a trailing stop-loss mechanism based on a percentage of the average entry price. The stop-loss is dynamically adjusted to protect profits while allowing for potential upside. Please note that this strategy should be thoroughly backtested and evaluated in different market conditions before applying it to live trading. It is also recommended to adjust the parameters and filters according to individual preferences and risk tolerance. Feel free to customise and adapt the description as needed to suit your preferences and the specific details of your strategy.
Pine Script™ strategy
by ashokkumarsand
EMA ProHi Traders! This Improved EMA Cross Pro Indicator does a few things that Ease Up Our Charting. Personally it Saved me Tons of Time searching for structure highs / lows, measuring ranges and distances from my entry to stop or take profit. It's like having most of your trade in front of you, charted for you. Works Across Assets & Time Frames. The Functions 1. Signals EMA Crosses - green for Bull Cross & Red for Bear Cross 2. Signals Touches to the 55 EMA a. In a Bull Cross it will only signal touches and closes Above the 55 b. In a Bear Cross it will only signal touches and closes Under the 55 3. Plots Current Horizontals: a. The current position of the 55 b. The last High & Low 4. Calculation: a. % from the 55 to the High & Low b. Risk / Reward Ratio ("Bad Risk Management" message appears if ratio is not favorable) c. Over Range between the Low and the High 5. Labels - Current prices for all horizontals marked as Entry, Exit & Stop Notes: * This Indicator is Interchanging between bull and bear crosses, it recognizes the trend and adapts its high and low output. * You Can and Should make your personal changes. everything can be changed in the settings inputs. * You can Turn On & Off most functions in the settings inputs. BYBIT:BTCUSDT.P
Pine Script™ indicator
by AlexShech
20
Rainbow Collection - VioletMoving averages come in all shapes and types. The most basic type is the simple moving average which is simply the sum divided by the quantity. Therefore, the simple moving average is the sum of the values divided by their number. In technical analysis, you generally use moving averages to understand the underlying trend and to find trading signals. In the case of the Violet indicator, we are using a Hull moving average which is a special variation based on different weights to minimize lag. The Violet indicator is therefore used as follows: * A bullish signal is generated whenever the close price surpasses the 20-period Hull moving average while the previous close prices from periods were all below their respective Hull moving average of the period. *A bearish signal is generated whenever the close price breaks the 20-period Hull moving average while the previous close prices from periods were all above their respective Hull moving average of the period. The aim of the Violet indicator is to capture reversals as early as possible through a combination of lagged conditions based on the Fibonacci sequence.
Pine Script™ indicator
by Sofien-Kaabar
1
Crossing TableCrossing Table V1 I created this indicator as it had been asked for a number of times to create a crossover/under table screen and here it is!!! The indicator is set up to be selected from SMA, EMA and Volume. The SMA is defaulted to 2/10 but it is customizable to whatever SMA you choose to use. Volume is based off a volume formula and the volume settings in the indicators settings, and the table will show either buyers/sellers on the last candle on the volume in the settings. Just like the SMA the EMA option will be based off the default value of 5/13 but can be customized to your choosing. If there are any question or comments just let me know :)
Pine Script™ indicator
by jbritton001
11
MA Band Distance Monitor'MA Band Distance Monitor' indicator is a simple tool for traders who rely on moving averages to make trading decisions. This indicator plots two moving averages of your choice (you can select the type of the moving average), and fills the space between them, creating a "band". The indicator also generates a table that displays the current price distance from both the fast and slow moving averages, as well as the average of the two. This allows you to quickly assess the strength of the trend and potential entry or exit points. In addition, the table also shows the average price distance from one to another MA and also the current distance between them, allowing you to compare the current price action to the historical average. This information can help you identify potential trend reversals and assess the overall health of the market. *** Slow length input must be greater than fast length input, otherwise indicator will produce faulty results
Pine Script™ indicator
by HasanRifat
10
Price Cross ━ [whvntr]This oscillator is an attractive way to view hidden price divergence... The formula originated from the Lark, but I have cleanly displayed this information. When the two moving averages (ema) cross with a simple moving average, you find the hidden price divergence. What kind of market should you use this in? It works well when a trend is already established. Disclaimer: This indicator does not constitute investment advice. Trade at your own risk with this method of identifying hidden price divergence.
Pine Script™ indicator
by whvntr
2
True Momentum OscillatorThe True Momentum Oscillator (TMO) calculates the delta of the price using the open and close. We have taken the true momentum oscillator a step further and have added the momentum of the main signal (TMO) and the smooth signal line. We believe this helps give a clearer picture of price momentum and helps verify crossovers of the TMO and the smooth signal line. The momentum lines can also help confirm a divergence of the TMO. We have also added multiple moving average options so the user can customize the TMO to suit their needs. TMO- Green when above Smooth Signal Line, red when below Smooth Signal Line Smooth Signal- Gray Line Histogram- TMO-Smooth Signal TMO Momentum- Orange line Smooth Signal Momentum- Yellow line Overbought/Oversold regions- Gray highlighted boundaries The TMO has defined overbought and oversold regions where either a crossover signal or divergence in the oscillator itself can be taken as a signal. Similar to the MACD, a crossover of the zero line by the TMO can also be utilized as a signal.
Pine Script™ indicator
by LeafAlgo
8
Crossover Alerts for Yesterday O/H/L/C , Today Vwap [Zero54]This is a very simple script/indicator that trigger alerts every time the script triggers the following conditions. 1) Script crosses yesterday's (previous day's) high 2) Script crosses yesterday's (previous day's) low 3) Script crosses yesterday's (previous day's) open 4) Script crosses yesterday's (previous day's) close 5) Script crosses today's vwap. I developed this to keep track of the scripts I follow and I find it useful. Hope you will find it useful too. Steps to use: 1) Open the ticker for which you want to set the alerts. 2) Add this indicator to the chart. 3) Right Click on the text and set choose "Add Alert" 4) After you have done with setting up the alert, feel free to remove the indicator from the chart. It is not necessary for the indicator to be added in the chart in order for it to work. 5) Repeat 1-4 for all the scripts for which you want to set the alerts. Be advised: During market open, if you have set alerts for multiple scripts, a tsunami of alerts may be triggered. If you like this alert indicator, please like/boost it. Feel free to re-use this code however you may wish to. Cheers!
Pine Script™ indicator
by zero54
2
Stoch/RSI with EMA50 Cross & HHLLA hybrid but simple indicator that plots 4 strategies in one pane . 1) RSI Indicator 2) Stoch RSI 3) EMA50 Cross (To determine direction in current timeframe) 4) Higher Highs & Lower Lows to analyze the trend and break of trend The relative strength index (RSI) is a momentum indicator used in technical analysis. It is displayed as an oscillator (a line graph) on a scale of zero to 100. When the RSI indicator crosses 30 on the RSI chart, it is a bullish sign and when it crosses 70, it is a bearish sign. The Stochastic RSI (StochRSI) is also a momentum indicator used in technical analysis. It is displayed as an oscillator (a line graph) on a scale of zero to 100. When the StochRSI indicator crosses 20 on the RSI chart, it is a bullish sign and when it crosses 80, it is a bearish sign. The EMA50Cross denotes two cases in the script: a) A crossover of CMP on the EMA50 is highlighted by a green bar signals a possible bullish trend b) A crossunder of CMP on the EMA50 is highlighted by a red bar signals a possible bearish trend The HHLL is denoted by mneumonics HH, HL,LH, LL. A combination of HHs and HLs denotes a uptrend while the combination of LLs and LHs denoted a downtrend The current script should be used in confluence of other trading strategies and not in isolation. Scenario 1: If a EMA50Cross over bar (GREEN) is highlighted with the StochRSI below 20 and the given script is plotting HHs and HLs, we are most likely in a bullish trend for the given timeframe and a long can be initiated in confluence with other trading strategies used by the user. The RSI signal may now be utilized to determine a good range of entry/exit. Scenario 2: If a EMA50Cross under bar (RED) is highlighted with the StochRSI above 80 and the given script is plotting LLs and LHs, we are most likely in a bearish trend for the given timeframe and a short can be initiated in confluence with other trading strategies used by the user. The RSI signal may now be utilized to determine a good range of entry/exit. Disclaimer: The current script should be used in confluence with other trading strategies and not in isolation. The scripts works best on 4H and 1D Timeframes and should be used with caution on lower timeframes. This indicator is not intended to give exact entry or exit points for a trade but to provide a general idea of the trend & determine a good range for entering or exiting the trade. Please DYOR Credit & References: This script uses the default technical analysis reference library provided by PineScript (denoted as ta)
Pine Script™ indicator
by Degen_Crypto
3
TrendicatorThis is a very simple crossover script that looks at a exponential moving average with a standard length set at 20, which may be redefined by the user. A (Uptrend) buy signal is given once a candle closes above the moving average, coloring the exponential average green, and a sell signal is given once a candle closes below the moving average, coloring the exponential average red. The goal of this indicator is to provide the user with a rather robust idea of whether the market is trending upwards or downwards, more so than providing definitive buy or sell signals. It works with symbols that do not change drastically in shorter time periods (I only trade XAU/USD). FXOPEN:XAUUSD
Pine Script™ indicator
by dannhau2
2
Ichimoku PeeksThis indicator uses the Ichimoku Tenkan / Kijun trend line formulas to predict what those values will be in the future if current price action does not violate the period highs and lows. Because of the way Ichimoku formulates the trend, it contains (but does not visualize) this predictive information in a way that moving averages do not. Sharp chart readers can infer upcoming changes by counting back candles, but the process can be automated, as I've shown here. This description does not seem to be editable so implementation details and usage will be covered in code commentary.
Pine Script™ indicator
by JollyWizard