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Statistical and Financial MetricsGood morning traders! This time I want to share with you a little script that, thanks to the use of arrays, allows you to have interesting statistical and financial insights taken from the symbol on chart and compared to those of another symbol you desire (in this case the metrics taken from the perpetual future ETHUSDT are compared to those taken from the perpetual future BTCUSDT, used as a proxy for the direction of cryptocurrency market) By enabling "prevent repainting", the data retrieved from the compared symbol won't be on real time but they will static since they will belong to the previous closed candle Here are the metrics you can have by storing data from a variable period of candles (by default 51): ✓ Variance (of the symbol on chart in GREEN; of the compared symbol in WHITE) ✓ Standard Deviation (of the symbol on chart in OLIVE; of the compared symbol in SILVER) ✓ Yelds (of the symbol on chart in LIME; of the compared symbol in GRAY) → yelds are referred to the previous close, so they would be calculated as the the difference between the current close and the previous one all divided by the previous close ✓ Covariance of the two datasets (in BLUE) ✓ Correlation coefficient of the two datasets (in AQUA) ✓ β (in RED) → this insight is calculated in three alternative ways for educational purpose (don't worry, the output would be the same). WHAT IS BETA (β)? The BETA of an asset can be interpretated as the representation (in relative terms) of the systematic risk of an asset: in other terms, it allows you to understand how big is the risk (not eliminable with portfolio diversification) of an asset based on the volatilty of its yelds. We say that this representation is made in relative terms since it is expressed according to the market portfolio: this portfolio is hypothetically the portfolio which maximizes the diversification effects in order to kill all the specific risk of that portfolio; in this way the standard deviation calculated from the yelds of this portfolio will represent just the not-eliminable risk (the systematic risk), without including the eliminable risk (the specific risk). The BETA of an asset is calculated as the volatilty of this asset around the volatilty of the market portfolio: being more precise, it is the covariance between the yelds of the current asset and those of the market portfolio all divided by the variance of the yelds of market portfolio. Covariance is calculated as the product between correlation coefficient, standard deviation of the first dataset and standard deviation of the second asset. So, as the correlation coefficient and the standard deviation of the yelds of our asset increase (it means that the yelds of our asset are very similiar to those of th market portfolio in terms of sign and intensity and that the volatility of these yelds is quite high), the value of BETA increases as well According to the Capital Asset Pricing Model (CAPM) promoted by William Sharpe (the guy of the "Sharpe Ratio") and Harry Markowitz, in efficient markets the yeld of an asset can be calculated as the sum between the risk-free interest rate and the risk premium. The risk premium of the specific asset would be the risk premium of the market portfolio multiplied with the value of beta. It is simple: if the volatility of the yelds of an asset around the yelds of market protfolio are particularly high, investors would ask for a higher risk premium that would be translated in a higher yeld. In this way the expected yeld of an asset would be calculated from the linear expression of the "Security Market Line": r_i = r_f + β*(r_m-r_f) where: r_i = expected yeld of the asset r_f = risk free interest rate β = beta r_m = yeld of market portfolio I know that considering Bitcoin as a proxy of the market portfolio involved in the calculation of Beta would be an inaccuracy since it doesn't have the property of maximum diversification (since it is a single asset), but there's no doubt that it's tying the prices of altcoins (upward and downward) thanks to the relevance of its dominance in the capitalization of cryptocurrency market. So, in the lack of a good index of cryptocurrencies (as the FTSE MIB for the italian stock market), and as long the dominance of Bitcoin will persist with this intensity, we can use Bitcoin as a proxy of the market portfolio
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Drun30 tarafından
2
Ultimate VWAP Bands- Ultimate VWAP Bands is a script that helps to decide and further clarify areas of oversold and overbought conditions. - For example, when the price is in the lowest band it is extremely oversold relative to the VWAP . Hence it should be considered a good place to buy with a high risk to reward payoff. - Each band is set at a fixed offset away from the VWAP . The "VWAP Band Multiplier" adjusts this and is a key part of the script. This allows the indicator to be adjusted based on the assets volatility . For example, with Crypto. A multiplier of 1 would be strongly advised. Whilst a multiplier of 0.1-0.25 would be useful for currency pairs. - This indicator can be used for all manners of trading. However, it is most effective when used for scalping and swing trading.
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Pinnacle_Investor tarafından
11
Stochastic Direction StrategyThis is a simple strategy based on the Stochastic Oscillator: stockcharts com/school/doku.php?id=chart_school:technical_indicators:stochastic_oscillator_fast_slow_and_full Its purpose is to gradually build a position in a trending market (as of June 26th 2016 in most cryptocurrencies). Inputs: - direction (long/short) - overbought/oversold - close positions (yes/no to only increase positions) Outputs: - buy/sell/close signals plotted on a chart below This script can easily be used as a TradingView study (for alerts) and a strategy (for backtesting). See the comments in the code. I have added additional alert conditions to be used easily together with a trading bot reading the signals Yet obviously you can also do manual trading on each alert.
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Ekliptor tarafından
Gold Price with Time ShiftOverview The "Gold Price with Time Shift" indicator allows you to visualize the Gold price (XAUUSD) with a customizable time shift, enabling you to lag or lead the data by a specified number of bars. Whether you're analyzing historical trends or projecting Gold’s price into the future, this indicator provides a flexible tool to align Gold price movements with other market indicators or events. Features Customizable Time Shift: Shift the Gold price backward (lag) or forward (lead) by a user-defined number of bars. Positive values lag the data, while negative values project it into the future. Future Projection: When leading the Gold price (negative time shift), the indicator extends the chart into the future, displaying the last known price as a flat projection for easy comparison. Daily Timeframe: Fetches Gold price data on a daily timeframe, ensuring consistency for long-term analysis. User-Friendly Inputs: Easily adjust the Gold ticker and time shift via the settings panel to suit your analysis needs.
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Crypto-KDuB tarafından
Crypto SeasonDefinition This indicator is an informative indicator aiming to predict when the Altcoin season will start and when Bitcoin will enter the month season. The average of the graph shows the dominance of altcoins other than BTC, ETH and USDT. If this value is over 30, the BTC says that the bull season is over. This value indicates that 20 to 30 BTC is in the bull season or accumulation. If this value is less than 20, it means that the subcoin season has begun. Disclaimer This indicator is for informational purposes only and should be used for educational purposes only. You may lose money if you rely on this to trade without additional information. Use at your own risk. Version v1.0
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KriptoSezonu tarafından
1
Cryptocurrency Altcoin Screener This indicator works as a screener for bullish/bearish moves. There are two versions showing two different sets of Altcoins, just choose version 1 or 2. Load up any chart and it will show all selected pairs and their current state regardless of asset or timeframe. Assets can be shown/unshown and longs/shorts can be shown/unshown. It shows (asset) +1 if it considers it bullish (asset) -1 if it considers it bearish (asset) 0 if considers the asset to be neutral/choppy You can see how effective the indicator is by loading up the asset you're looking at, this will show the true history of the markers for that asset. This script utilises MACD and RSI on the daily timeframe on both USDT and BTC pairs in order to identify a trend. The main purpose of the script is to easily identify strong trends that allow you to do TA with rather than manually looking at every asset
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TEWetard tarafından
Volume Speed [By MUQWISHI]▋ INTRODUCTION : The “Volume Dynamic Scale Bar” is a method for determining the dominance of volume flow over a selected length and timeframe, indicating whether buyers or sellers are in control. In addition, it detects the average speed of volume flow over a specified period. This indicator is almost equivalent to Time & Sales (Tape) . _______________________ ▋ OVERVIEW: _______________________ ▋ ELEMENTS (1) Volume Dynamic Scale Bar. As we observe, it has similar total up and down volume values to what we're seeing in the table. Note they have similar default inputs. (2) A notice of a significant volume came. (3) It estimates the speed of the average volume flow. In the tooltip, it shows the maximum and minimum recorded speeds along with the time since the chart was updated. (4) Info of entered length and the selected timeframe. (5) The widget will flash gradually for 3 seconds when there’s a significant volume occurred based on the selected timeframe. _______________________ ▋ INDICATOR SETTINGS: (1) Timezone. (2) Widget location and size on chart. (3) Up & Down volume colors. (4) Option to enable a visual flash when a single volume is more than {X value} of Average. For instance, 2 → means double the average volume. (5) Fetch data from the selected lower timeframe. (6) Number of bars at chosen timeframe. (7) Volume OR Price Volume. _____________________ ▋ COMMENT: The Volume Dynamic Scale Bar should not be taken as a major concept to build a trading decision. Please let me know if you have any questions. Thank you.
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MUQWISHI tarafından
40
The Killer Whale - Multiple Keltner Channels by JoeFinally, after centuries of pain and suffering, the good townsfolk of TradingView have been given a single Keltner Channel indicator that will grant them FREE access to MORE THAN ONE Keltner Channel. With "The Killer Whale" indicator, Joe has once again saved all the peasants—those who cannot add 10,000 indicators to our charts—from the dirty tyrants who arrogantly rule over us with disdain. And, now, not only can you have more than one Keltner Channel with this single indicator, but you can have UP TO FOUR! For FREE! Yes, I know, it seems too good to be true. But, install and enjoy your newfound freedom! Options: Keltner Channel length and source Multiplication Factor for each channel SMA or EMA ATR Length Border and fill colors for each channel Now, go, therefore, and Keltner to your heart's content. May The Killer Whale be with your charts forever!
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crypto-with-joe tarafından
15
The Hummingbird - MA Ribbon by Joe (EMA, SMA, SMMA, WMA, VWMA)Tired of having to add multiple moving average indicators to your chart? Well, stop doing that. No, really. Listen. Adding duplicate indicators is totally not cool. And, it won't go over well at the next HOA meeting if you keep doing it. Here's the sweet moving average ribbon you've been waiting for (with 1-10 moving average lines!). It will make your charts look much cooler 😎. And you'll gain the respect of all your neighbors if you add it to your charts. In all seriousness, this is a slimmed-down version of my other super-awesome script with a stupid name, "Joe's Ultimate MA Ribbon (w/ Crossover Triggers)." Basically, I removed the crossover signals from it and changed the name to a much superior name, "The Hummingbird." Yeah. Right on. So, if you don't want or need the crossover signals, go right on humming with "The Hummingbird." Enjoy, friends. 🍻 If you still want the original ribbon with crossover signals, get it here . Options: Show/Hide MA Lines: Only show the lines you wanna see. No more. No less. MA Type (can be different for each line!): EMA , SMA , SMMA (RMA), WMA , VWMA MA Source (for each line): open, close, high, low, hl2 , hlc3, ohlc4, hlcc4 MA Length (for each line): any number between 1 and 4999 Line Colors: Ooh, pretty.
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crypto-with-joe tarafından
4
Crypto Breakout IndicatorHey Guys, The idea of the script is that accumalation and small pumps do happen before the big ones, therefore, i tried to create a breakout indicator that can tell that: the script components are: 1- Price to consolidate within 15% range between the highest of 6 candles and lowest of 6 candles 2- Price needs to breakout with minimum of 1% and maximum of 20% 3- Price needs to have sufficient volume, hence volume of current bar needs to be higher than previous one with 10% at least 4- RSI needs to be between 50 and 75 5- Bollinger Bands Percentage needs to be equal or lower than 1 6- Price is closing above EMA200 I tried to make all these numbers to be available for you guys through settings so you can tell me about any better settings!
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FittestTrader tarafından
Joe's Ultimate MA Ribbon (w/ Crossover Triggers)Tired of having to add multiple moving average indicators to your chart? Well, stop doing that. Here's a sweet moving average ribbon (with 1-10 moving average lines!) that will make your charts look much cooler 😎. Not only that, it also includes triggers for MA crossovers. So, yeah...you can pick which MA crossovers trigger for longs and shorts separately. Yup, you read that right. Options: Show/Hide MA Lines: Only show the lines you wanna see. No more. No less. MA Type (can be different for each line!): EMA, SMA, SMMA (RMA), WMA, VWMA MA Source (for each line): open, close, high, low, hl2, hlc3, ohlc4, hlcc4 MA Length (for each line): any number between 1 and 4999 Line Colors: Ooh, pretty. Triggers: On or Off Crossover Long Triggers: When _______ crosses over _______ on timeframe _______ Crossover Short Triggers: When _______ crosses over _______ on timeframe _______ Trigger Characters and Location
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crypto-with-joe tarafından
6
crypto futures hourly scalping with ma & rsi - ogcheckershi to all lovable traders, hereby i want to share a combination of trade ideas for scalping i've chosen hourly timeframe indicators used: moving averages and rsi moving averages: ema 3, ema 5, ema 7 sma 3, sma 5, sma 7 daily_ema_3, daily_ema_5 daily_ema_5, daily_sma_5 rsi: rsi 7, rsi 14, rsi 26 daily_rsi_7, daily_rsi_14, daily_rsi_26 as per the analysis over moving average behavioral patterns & rsi movements, useful points are given below which will be helpful while choosing good entry points & exit points, strategical points for LONG: * when ema3 crosses above sma3 - green candles start to form * it's followed by ema5 > sma5 and ema7 > sma7 * when ema3 crosses down sma3 - it's considered as an indication of exit * if rsi supports then can wait for ema5 crossing down sma5 * as similar, when daily_ema_3 crosses above daily_sma_3, its an higher timeframe bullish indication, so the lower timeframe entries inside this higher timeframe is a sure shot confident entry * for LONG always take entries when rsi_14 < 30 or 25 else check rsi_7 < 25 or below * as along the above, bullish CANDLE patterns like bullish engulfing , morning star is been used for entry at lower levels * so here i've used OPEN as rsi_source in majority * exit points also indicated at high_rsi and moving average crossunders or reverse crossovers * for SHORTING, the above said ideas can be used in viceversa * inputs in the indicator were tailored for users needs so that you will enjoy the magics of customization if i am wrong in anyways regarding the above indicator strategy, please forgive me and help me improve in this aspect by commenting. after few more studies and analysis and mainly QUERIES & COMMENTS, i'm planning to backtest these strategies here in tradingview. also if these strategies are coded in python, we can link it to Binance Futures Algo or Bot Trading. thankyou for this opportunity, thanks to tradingview and pinecoders thanks to Pranab (for 365MA) thanks to Gandalf (for inspiring) Special Thanks & Love to Chartbank for Everything
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ogcheckers tarafından
4
Liquidity Pair Impermanent Asset LossWith limited tracking of impermanent loss for liquidity pairs across all chains, I wanted a very simple display of live dollar value loss in an asset pair. This should allow you to set alerts based on how much you are down and take action if needed. The output column is by default set to show your losses in USD. For those that need it, I also setup an option to track the output in something other than USDT, e.g., GBP or ETH, etc..
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Bribri333 tarafından
5