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True_Range_%Average True range percent show the the latest true range value as percentage of previous close. Standard ATR shows the average of absolute value of True range. This is problem when price level changes over time. Because Stocks trading at higher price level e.g $1,000 will have high ATR value as compared to stocks trading $ 50. This may look like volatility has increase recently which is of-course not true. As you can see in the chart, ATR value of period before 2020 is lower than the recent period. True Range Percentage solves value. With this script you can also find when there is a Volatility spike (1.5 time of avg) or Low volatility (0.7 times of avg). Volatility is cyclic in nature. It oscillates between high and low. Observing this behavior can be extremely usefully in timing entry and exits.
Penunjuk Pine Script®
oleh Teji_Singh
TheBigBangTraders BreakoutName: TheBigBangTraders Breakout Category: Trend Follower Operating mode: Spot Trades duration: Intraday Timeframe: 1H Suggested usage: the purpose of this strategy is to help to investigate if the asset is sensitive to breakout approach. Entry: Trigger point can be choose by the user between: High of the N days ago High of the N weeks ago Exit: End of Day Usage: ⁃ It can be useful to use this script to test the behaviour of a definite asset ⁃ This is a raw system that can be considered a base to realize a complete breakout strategy Configuration: - N/A Backtesting ⁃ Exchange: BINANCE ⁃ Pair: ETHUSDT ⁃ Timeframe: !H ⁃ Fee 0.075% ⁃ Slippage 0 - Start : 2020-01-03 How you or we can improve? Source code is open so share your ideas!
Strategi Pine Script®
oleh TheSocialCryptoClub
PuetzUWS [time, price] multiFractal mirrors, SPX 1872-2020This script is simply provided because a few rare people may actually be able to use one or two coding ideas. It is not possible to provide useful (description, explanation)s here. Maybe you can find those with a webSearch. If anybody is interested in the basic concept, just copy the code and run with it. As the original was in violation of PineScript rules, I've removed many links, including : - documentation of my code - external sources of code - blog solutions to Pine script programming - math, science references, people Hopefully it will won't be rejected this time, if so, too bad. I only made it through 10% of the conceptual objectives, and I do not believe any of the rest of the concepts are do-able in Pine Script. The current coding is (incomplete, unstable) but does give a faint idea of my "first step" intents. I have stopped all work, as I have to get back to my real projects (nothing to do with markets).
Penunjuk Pine Script®
oleh Bill_Howell
[blackcat] L1 Vitali Apirine OBVMLevel 1 Background Traders’ Tips of April 2020, the focus is Vitali Apirine’s article in the April issue, “On-Balance Volume Modified (OBVM)”. Function In “On-Balance Volume Modified (OBVM)” in this issue, author Vitali Apirine presents a new indicator called OBVM that is based on the classic on-balance volume indicator originally developed by Joe Granville. The author has smoothed the OBV calculation and has added a signal line to help the trader identify entry and exit points. Apirine also notes that the OBVM indicator is useful in helping to identify divergences. Remarks Feedbacks are appreciated.
Penunjuk Pine Script®
oleh blackcat1402
3
[blackcat] L1 Vitali Apirine Compare Price Momentum OscillatorLevel 1 Background Traders’ Tips of August 2020, the focus is Vitali Apirine’s article in the August issue, “The Compare Price Momentum Oscillator (CPMO)”. Function In his article in this issue, “The Compare Price Momentum Oscillator (CPMO),” author Vitali Apirine reintroduces us to the DecisionPoint PMO originally developed by Carl Swenlin and presents a new way to use it to compare the relative momentum of two different securities. Trading signals can be derived in a number of ways including momentum, signal line, and zero-line crossovers. Remarks This is a Level 1 free and open source indicator. Feedbacks are appreciated.
Penunjuk Pine Script®
oleh blackcat1402
1
[blackcat] L2 James Garofallou RSI In 4 DimLevel 2 Background Traders’ Tips of September 2020, the focus is James Garofallou’s article in the September issue, “Tracking Relative Strength In Four Dimensions”. Function In “Tracking Relative Strength In Four Dimensions” in this issue, author James Garofallou introduces us to a new method of measuring the relative strength of a security. This new technique creates a much broader reference than would be obtained by using a single security or index and combines several dimensions, as the author calls them, into a single rank value. This study compares a security to another in four dimensions, as explained in the article. James Garofallou presents a metric for a security’s strength relative to 11 major market sectors and over several time periods. All this is squeezed into a single value. The first step is the RS2. It normalizes the security to a market index, then calculates four moving averages and encodes their relations in a returned number. I just modified it by using most BTC-correlated instruments to reflect how BTC response to their performance. Remarks This is a Level 2 free and open source indicator. Feedbacks are appreciated.
Penunjuk Pine Script®
oleh blackcat1402
4
Esqvair's Neural Reversal Probability IndicatorIntroduction Esqvair's Neural Reversal Probability Indicator is the indicator that shows probability of reversal. Warning: This script should only be used on 1 minute chart. How to use When a signal appears (by default it is a green bar), a reversal should be expected. The signal appears when the indicator value >= Threshold. If you want more signals, you must lower the threshold, if less, you must increase the threshold. For some assets, like Forex pairs, you have to optimize the threshold yourself, but for most stocks, the default threshold works well. How well a threshold fits an asset depends on the volatility of the asset. For most assets, the indicator ranges from 35 to 75. Settings Smoothing - The default is 1, which means no smoothing. Indicator smoothing by SMA. Threshold - default 71.0 is responsible for the occurrence of signals, read "How to use" part to learn more The Indicator This indicator is a pre-trained neural network that was trained outside of TradingView and then its structure and weights values ​​were converted to PineScript. Warning: A neural network is a black box in the sense that although it can approximate any function, studying its structure will not give you any idea about the structure of the function being approximated. Possible questions Why does the indicator value most time range from 35 to 75 when the probability should ranges from 0 to 100? -Due to some randomness in the markets, a neural network can never be 100% sure. What data was used to train the neural network? -This was BTCUSD 1 minute chart data from 02/05/2020 to 02/05/2022. Where did you train the neural network and convert it to PineScript? -I used a programming language that I know.
Penunjuk Pine Script®
oleh Esqvair_1
9
NormalizedOscillatorsLibrary "NormalizedOscillators" Collection of some common Oscillators. All are zero-mean and normalized to fit in the -1..1 range. Some are modified, so that the internal smoothing function could be configurable (for example, to enable Hann Windowing, that John F. Ehlers uses frequently). Some are modified for other reasons (see comments in the code), but never without a reason. This collection is neither encyclopaedic, nor reference, however I try to find the most correct implementation. Suggestions are welcome. rsi2(upper, lower) RSI - second step   Parameters:      upper : Upwards momentum      lower : Downwards momentum   Returns: Oscillator value Modified by Ehlers from Wilder's implementation to have a zero mean (oscillator from -1 to +1) Originally: 100.0 - (100.0 / (1.0 + upper / lower)) Ignoring the 100 scale factor, we get: upper / (upper + lower) Multiplying by two and subtracting 1, we get: (2 * upper) / (upper + lower) - 1 = (upper - lower) / (upper + lower) rms(src, len) Root mean square (RMS)   Parameters:      src : Source series      len : Lookback period Based on by John F. Ehlers implementation ift(src) Inverse Fisher Transform   Parameters:      src : Source series   Returns: Normalized series Based on by John F. Ehlers implementation The input values have been multiplied by 2 (was "2*src", now "4*src") to force expansion - not compression The inputs may be further modified, if needed stoch(src, len) Stochastic   Parameters:      src : Source series      len : Lookback period   Returns: Oscillator series ssstoch(src, len) Super Smooth Stochastic (part of MESA Stochastic) by John F. Ehlers   Parameters:      src : Source series      len : Lookback period   Returns: Oscillator series Introduced in the January 2014 issue of Stocks and Commodities This is not an implementation of MESA Stochastic, as it is based on Highpass filter not present in the function (but you can construct it) This implementation is scaled by 0.95, so that Super Smoother does not exceed 1/-1 I do not know, if this the right way to fix this issue, but it works for now netKendall(src, len) Noise Elimination Technology by John F. Ehlers   Parameters:      src : Source series      len : Lookback period   Returns: Oscillator series Introduced in the December 2020 issue of Stocks and Commodities Uses simplified Kendall correlation algorithm Implementation by @QuantTherapy: rsi(src, len, smooth) RSI   Parameters:      src : Source series      len : Lookback period      smooth : Internal smoothing algorithm   Returns: Oscillator series vrsi(src, len, smooth) Volume-scaled RSI   Parameters:      src : Source series      len : Lookback period      smooth : Internal smoothing algorithm   Returns: Oscillator series This is my own version of RSI. It scales price movements by the proportion of RMS of volume mrsi(src, len, smooth) Momentum RSI   Parameters:      src : Source series      len : Lookback period      smooth : Internal smoothing algorithm   Returns: Oscillator series Inspired by RocketRSI by John F. Ehlers (Stocks and Commodities, May 2018) rrsi(src, len, smooth) Rocket RSI   Parameters:      src : Source series      len : Lookback period      smooth : Internal smoothing algorithm   Returns: Oscillator series Inspired by RocketRSI by John F. Ehlers (Stocks and Commodities, May 2018) Does not include Fisher Transform of the original implementation, as the output must be normalized Does not include momentum smoothing length configuration, so always assumes half the lookback length mfi(src, len, smooth) Money Flow Index   Parameters:      src : Source series      len : Lookback period      smooth : Internal smoothing algorithm   Returns: Oscillator series lrsi(src, in_gamma, len) Laguerre RSI by John F. Ehlers   Parameters:      src : Source series      in_gamma : Damping factor (default is -1 to generate from len)      len : Lookback period (alternatively, if gamma is not set)   Returns: Oscillator series The original implementation is with gamma. As it is impossible to collect gamma in my system, where the only user input is length, an alternative calculation is included, where gamma is set by dividing len by 30. Maybe different calculation would be better? fe(len) Choppiness Index or Fractal Energy   Parameters:      len : Lookback period   Returns: Oscillator series The Choppiness Index (CHOP) was created by E. W. Dreiss This indicator is sometimes called Fractal Energy er(src, len) Efficiency ratio   Parameters:      src : Source series      len : Lookback period   Returns: Oscillator series Based on Kaufman Adaptive Moving Average calculation This is the correct Efficiency ratio calculation, and most other implementations are wrong: the number of bar differences is 1 less than the length, otherwise we are adding the change outside of the measured range! For reference, see Stocks and Commodities June 1995 dmi(len, smooth) Directional Movement Index   Parameters:      len : Lookback period      smooth : Internal smoothing algorithm   Returns: Oscillator series Based on the original Tradingview algorithm Modified with inspiration from John F. Ehlers DMH (but not implementing the DMH algorithm!) Only ADX is returned Rescaled to fit -1 to +1 Unlike most oscillators, there is no src parameter as DMI works directly with high and low values fdmi(len, smooth) Fast Directional Movement Index   Parameters:      len : Lookback period      smooth : Internal smoothing algorithm   Returns: Oscillator series Same as DMI, but without secondary smoothing. Can be smoothed later. Instead, +DM and -DM smoothing can be configured doOsc(type, src, len, smooth) Execute a particular Oscillator from the list   Parameters:      type : Oscillator type to use      src : Source series      len : Lookback period      smooth : Internal smoothing algorithm   Returns: Oscillator series Chande Momentum Oscillator (CMO) is RSI without smoothing. No idea, why some authors use different calculations LRSI with Fractal Energy is a combo oscillator that uses Fractal Energy to tune LRSI gamma, as seen here: www.prorealcode.com doPostfilter(type, src, len) Execute a particular Oscillator Postfilter from the list   Parameters:      type : Oscillator type to use      src : Source series      len : Lookback period   Returns: Oscillator series
Perpustakaan Pine Script®
oleh lastguru
Chanu Delta RSI StrategyThis strategy is built on the Chanu Delta RSI , which indicates the strength of the Bitcoin market. The problem with the previous Chanu Delta Strategy was that it was simply based on the price difference between the two Bitcoin markets, so there was no universality. However, this new Chanu Delta RSI strategy solves the problem by introducing an RSI that compares the price difference trend. When the Chanu Delta RSI hits “Bull Level” and “Bear Level” and closes the candle, long and short signals are triggered respectively. The example shown on the screen is a default setting optimized for a 4-hour candlestick strategy based on the Bybit BTCUSDT futures market. You can use it by adjusting the setting value and modifying it to suit you. This strategy is selectable from both reference and large amplitude BTCUSD markets in order to enable fine backtesting. I recommend using BYBIT:BTCUSDT for the reference market and COINBASE:BTCUSD for the large amplitude market. (Note) Using the "Chanu Delta RSI" to know the current indicator value in real time, it is convenient to predict the signal of the strategy. (Note) Because the Chanu Delta RSI represents the price difference based on the Bybit BTCUSDT futures market, backtesting is possible from March 2020. _____________________________________________________________ 이 전략은 비트코인 ​​시장의 강점을 나타내는 Chanu Delta RSI를 기반으로 합니다. 기존 Chanu Delta 전략의 문제점은 단순히 두 비트코인 ​​시장의 가격차를 기준으로 하여 보편성이 없었다는 점이다. 하지만 이번 새로운 Chanu Delta RSI 전략은 가격차이 추세를 비교하는 RSI를 도입해 문제를 해결했습니다. Chanu Delta RSI가 "Bull Level"과 "Bear Level"에 도달하고 봉마감하면 롱, 숏 신호가 각각 트리거됩니다. 화면에 보이는 예시는 Bybit BTCUSDT 선물 시장을 기반으로 한 4시간 캔들스틱 전략에 최적화된 기본 설정입니다. 설정값을 조정하여 자신에게 맞게 수정하여 사용하시면 됩니다. 이 전략은 정밀한 백테스팅을 가능하게 하기 위해 참조 및 큰 진폭 BTCUSD 시장에서 모두 선택할 수 있습니다. 참조 시장에는 BYBIT:BTCUSDT를 사용하고 큰 진폭 시장에는 COINBASE:BTCUSD를 사용하는 것이 좋습니다. (주) "Chanu Delta RSI"를 이용하여 현재 지표 값을 실시간으로 알 수 있어 전략의 시그널을 예측하는데 편리합니다. (주) Chanu Delta RSI는 바이비트 BTCUSDT 선물시장을 기준으로 가격차이를 나타내므로 2020년 3월부터 백테스팅이 가능합니다.
Strategi Pine Script®
oleh chanu_lev10k
6
BTC Cap Dominance RSIBTC Cap Dominance RSI indicator is a combination of the RSI of Bitcoin Market Cap and the RSI of Bitcoin Dominance. The concept of this indicator is to get a good grasp of the bitcoin market flow by combining bitcoin dominance as well as bitcoin market cap. BTC Cap Dominance (BCD) RSI is defined as: BCD RSI = (BTC Cap RSI + BTC Dominance RSI) / 2 Case 1 (Bull market): Both Cap RSI and Dominance RSI values ​​are high Case 2 (Neutral market): Cap RSI is high but Dominance RSI is low Cap RSI is low but Dominance RSI is high Case 3 (Bear market): Both Cap RSI and Dominance RSI values ​​are low (Note) Please note that the market capitalization symbols (CRYPTOCAP:TOTAL and CRYPTOCAP:TOTAL2) of TradingView started in January 2020, so you can check the indicator value from this point on.
Penunjuk Pine Script®
oleh chanu_lev10k
Heikin Ashi Candles [Improved] - real closing priceHeikin Ashi Candles - with real closing price!, and with a Heikin Ashi based moving average! One of the main functionality of Heikin Ashi is to provide a smoothed price to get clarity in trends. This script builds upon the Heikin Ashi Candlestick I published in 2020 that took the standard Heikin Ashi calculations and added the actual closing price. The improved version adds a new smoothing calculation to give traders an even better way to display trends. In addition to that, a Heikin Ashi based moving average is added to guide you to take trades in the trend direction. The best part is the users have the ability to display both the real closing price and the Improved Heikin Ashi closing price. With a few modifications within the smoothing settings, the users can get features like Candle Cloud that provides traders with functionalities like Ichimoku clouds. Usage: This indicator serves as a trend tool with enhanced features of the original Heikin Ashi calculations. The indicator help traders to take trades in the same direction of the trend. The new improved version gives traders a new better way to make use of all Heikin Ashi strategies that have been developed during the years. Apply the same methods with this new version. Disclaimer: No financial advice, only for educational/entertainment purposes.
Penunjuk Pine Script®
oleh ProValueTrader
13
Permabull Profit RatioCumulative profit/loss of market bulls. Price is only half the story - volume is just as important. This indicator combines both to calculate the ratio of profitable longs to losing longs. Presumably the banks like to reset this to negative territory now and then (eg March 2020) - which is always a great time to buy. Right now we see a modern record of profitable longs - probably not the best entry, but not an indicator of imminent doom. However it does mean that the "fall will be great" when it comes. Price is only half the story - volume is just as important. This indicator combines both to calculate the cumulative profit/loss of market bulls.
Penunjuk Pine Script®
oleh slopip
How Old Is this Bull Run Getting? Check MA Test Bars SinceThere are many price-based techniques for anticipating the end of a move. However, the simple passage of time can also help because bull markets don’t last forever. While old age doesn’t necessarily cause investors to sell, a reversal becomes more likely the longer a trend lasts. So, how long have prices been going up? There are various ways to measure that. Our earlier script, MA streak , offered one solution by counting the number of bars that a given moving average has been rising or falling. Today’s script takes a different approach by counting the number of candles since price touched or crossed a given moving average. It tracks the 50-day simple moving average (SMA) by default. It can be adjusted to other types like exponential and weighted with the AvgType input. In the chart above, Bars Since MA Test was adjusted to use the 200-day SMA. Viewing the S&P 500 with this study helps put the current market into context. We can see that prices last touched the 200-day SMA 386 sessions ago (June 29, 2020). That’s relatively long based on history, but not unprecedented. For example, the indicator was at 407 in February 2018 as the market pulled back. It also hit 475 in October 2014 (following the breakout above 2007 highs). Additionally, the S&P 500 is nearing the record of the 1990s bull market (393 candles on July 12, 1996). Before that, you have to look all the way back to the 1950s, when it twice peaked at 627. The conclusion? The current run without a test of the 200-day SMA is above average, but not yet record-setting. It may be interesting to watch as earnings season approaches and the Federal Reserve looks to tighten monetary policy. TradeStation is a pioneer in the trading industry, providing access to stocks, options, futures and cryptocurrencies. See our Overview for more. Important Information TradingView is not affiliated with TradeStation Securities Inc. or its affiliates. TradeStation Securities, Inc., TradeStation Crypto, Inc., and TradeStation Technologies, Inc. are each wholly owned subsidiaries of TradeStation Group, Inc., all operating, and providing products and services, under the TradeStation brand and trademark. When applying for, or purchasing, accounts, subscriptions, products and services, it is important that you know which company you will be dealing with. Please click here for further important information explaining what this means. This content is for informational and educational purposes only. This is not a recommendation regarding any investment or investment strategy. Any opinions expressed herein are those of the author and do not represent the views or opinions of TradeStation or any of its affiliates. Investing involves risks. Past performance, whether actual or indicated by historical tests of strategies, is no guarantee of future performance or success. There is a possibility that you may sustain a loss equal to or greater than your entire investment regardless of which asset class you trade (equities, options, futures, or digital assets); therefore, you should not invest or risk money that you cannot afford to lose. Before trading any asset class, first read the relevant risk disclosure statements on the Important Documents page, found here: www.tradestation.com .
Penunjuk Pine Script®
oleh TradeStation
2
TAPLOT Wick PlayWick play is a candle stick long setup popularized by 2020 US Investing Champion Oliver Kell Wick Play is a setup in which: Strong stock with momentum to the upside closes off the highs of the day in yesterdays session. Today's session opens in the candle "wick" of yesterdays bar. If stock holds in the wick and doesn't trade in the body of yesterdays candle, it is a sign of strength. Trigger happens on day 3 when price moves over the high of the wick inside day. It is important to note that this setup should not be traded in isolation. Not every wick play is buyable. This is to be used in the context of strong stocks like True Market Leaders and with buying momentum behind them. Indicator places an up arrow under the candle setup. It also colors the candle itself. All configurable through indicator settings. Cheers!
Penunjuk Pine Script®
oleh TaPlot
6
Yield Curve Inversion IndicatorIntroduction The last time (as of this publishing) that this indicator detected an inverted interest rate yield curve was on February 20th, 2020 at 12:30pm EST, the afternoon before the S&P500 began one of its largest crashes in US history. The vast majority of major economic recessions since the 1950's have been preceded by an interest rate yield curve inversion. I created this indicator originally as an input to study the impacts of more conservative risk management on quantitative trading strategies following a yield curve inversion event. It is being shared with the community as a quick indicator to check to see the comparative status of short term and long term interest rates, and as an indicator where you can easily check to see if we are experiencing an inverted yield curve in real-time. Background of the significance of an inverted yield curve: "What an inverted yield curve really means is that most investors believe that short-term interest rates are going to fall sharply at some point in the future. As a practical matter, recessions usually cause interest rates to fall. Historically, inversions of the yield curve have preceded recessions in the U.S. Due to this historical correlation, the yield curve is often seen as a way to predict the turning points of the business cycle. When the yield curve inverts, short-term interest rates become higher than long-term rates. This type of yield curve is the rarest of the three main curve types and is considered to be a predictor of economic recession. Because of the rarity of yield curve inversions, they typically draw attention from all parts of the financial world." (www.investopedia.com) Settings and Usage This indicator pulls in pricing data from tickers that represent short term and long term interest rates, and compares them. The red line represents short term interest rates, and the green line represents long term interest rates. When the red line is above the green line, it indicates that we are experiencing a yield curve inversion. Small blue crosses also appear on the bottom of the indicator during an inversion to further highlight the event visually. This indicator pulls in the same information on the same two interest rate tickers regardless of what chart it is applied to. Other Thoughts This script uses the f_secureSecurity function as a best practice. For those that are versed in PineScript, code from this indicator could be adapted to be applied to an interest rate chart that allows custom alerts to be created the moment that there is an inverted interest rate yield curve.
Penunjuk Pine Script®
oleh TradeAutomation
Relative Strength 3D Indicator [CC]This is a custom indicator of mine loosely based on the work by James Garofallou (Stocks and Commodities Sep 2020 pg 14) and this is meant for medium to long term trend confirmations. The idea behind this indicator is to capture 3 different dimensions of trend strength. The first dimension captures the overall strength of the underlying stock vs the market (in this case the S&P 500). The second dimension captures the overall trend strength by assigning a scoring system so when all faster moving averages are stronger than slower moving averages then it gets the max points. The final dimension is the strength of the overall strength of everything so far. Buy when the indicator line turns green and sell when it turns red. Let me know if there are any other indicators or scripts you would like to see me publish!
Penunjuk Pine Script®
oleh cheatcountry
2
Financial Astrology Neptune SpeedNeptune retrograde and stationary phases indicates periods of delusion, on that moments the traders optimism bubble is burst, as consequence, we can see that most of this retrograde speed phase periods correlates with BTCUSD price correction or consolidation periods. Is very clear to see in the chart that only once, the Neptune retrogradation occurrence in September 2020, resulted in price growth. Therefore, periods of price growth and optimism are more likely when Neptune is direct. Note: The Neptune speed indicator is based on an ephemeris array that covers years 2010 to 2030, prior or after this years the speed is not available, this daily ephemeris are based on UTC time so in order to align properly with the price bars times you should set UTC as your chart timezone.
Penunjuk Pine Script®
oleh citlacom
5MA_X_LThis is a 5 day moving average crossing long strategy in 10 min. chart, used in short term momentum trading strategy. Momentum trading Strategy: When S&P 500 index is at up trend (or above 60 sma ), buy 10+ stocks in top 20% stock RS ranking at equal weight using this MA5X_L strategy. Change stocks when any stock exited by algorithm. Back test start since 2020/7/1, each long entry for condition 1 is $30000, condition 2 is $20000, with max of 2 long positions. Setup: 10 minutes chart Buy condition 1) 3 wma cross up 195 wma (5day) 2) 3wma > 78wma > 195wma UP Trend Arrangement (UTA) Exit condition 1) 3 wma cross under 195 wma 2) position profit > 20% and 3 wma cross under 6 ATRs line (green)
Strategi Pine Script®
oleh FinTasticTrading