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Japanese Correlation CoefficientIntroduction This indicator was asked and named by a trading meetup participant in Sevilla. The original question was "How to estimate the correlation between the price and a line as easy as possible", a question who got little attention. I previously proposed a correlation estimate using a modification of the standard score (see at the end of the post) for the estimation of a Savitzky-Golay moving average (LSMA) of order 1, however something faster could maybe be done and this is why i accepted the challenge. Japanese Correlation Correlation is defined as the linear relationship between two variables x and y , if x and y follow the same direction then the correlation increase else decrease. The correlation coefficient is always equal or below 1 and equal or above -1, it also have to be taken into account that this coefficient is quite smooth. Smoothing is not a problem, scaling however require more attention, high price > closing price > low price, therefore scaling can be done. First we smooth the closing/high/low price with a simple moving average of period p/2 , then we take the difference of the smoothed close with the smoothed close p/2 bars back, this result is then divided by the difference between the highest smoothed high's with the lowest smoothed low's over period p/2 . Since we use information provided by candlesticks (close/high/low) i have been asked to publish this estimator with the name Japanese correlation coefficient , this name don't imply the use of data from Japanese markets, "Japanese" is used because of the candlestick method coming from Japan. Comparison I compare this estimation with the correlation coefficient provided in pinescript by the correlation function. The estimation in orange with the original correlation coefficient using n as independent variable in blue with both length = 50. comparison with length = 200. Conclusion I have shown that it is possible to roughly estimate the correlation coefficient between price and a linear function by using different price information. Correlation can be further estimated by using homogeneous bridge OHLC volatility estimators thus making able the use of different independent variables. I really hope you like this indicator and thanks to the meetup participant asking the question, i had a lot of fun making the indicator. An alternative method
Indicatore Pine Script®
di alexgrover
Investing - Weekly EMA's mapped to Daily ChartWhen there isn't enough time in your day to day-trade, yet you want to utilise all the technical analysis skills you have... why not make a long term investing or swing trading indicator set to help you along the way! So I did.... When it comes to long term investing and swing trading, I often find the weekly 12/26/52 EMA's do a great job in capturing the main market swings from bull to bear. However, I like to use the Daily chart to see the candle patterns and shapes with more detail and divergences often show up better on the daily chart. So I have decided to combine the two! I have basically taken the EMA 12/26/52 from the weekly and transferred them over to the daily (mathematically they are not exact, but for me they are close enough). I have also developed a simple scale in / scale out strategy for using these exponential moving averages. It isn't as simple as buying in on each signal, however I use my own special strategy to take advantage of the alerts. Enjoy!
Strategia Pine Script®
di BlueSkyBreakout
2
Average True Range (ATR %) Stop Loss CalculatorThis indicator takes the average of a series of ATR to calculate what I would consider an optimum stop loss placement represented in percentage (read below for full overview). While the data is plotted what is most helpful are the actual numbers presented and for my charts I remove most of the plotting. This indicator is most helpful on the daily timeframe but can be used for all timeframes such as the 4HR, 1HR or even 15M. This indicator should not be used alone. It should be used in conjunction with proper price action analysis. It’s also a great indicator if you chart using Value Channels. Ideally you want your stop placement to be below at least one core Value Channel boundary range. In addition to standard support and resistance and some key moving averages the market respects. This also works best when trading with the prevailing BIAS of the instrument (bull or bear). Cryptos: Generally, that means you’re buying on retracements that fit the end of a structured move. The other option is using this in a clear up trending market where the pull backs are clearly being supported with buying. FOREX: I built another indicator for FOREX search: ATRPIPS with SL WTI: Helpful but I have different rules for when I trade WTI. I rely upon VCs and diagnal VCs much more when trading this. Equities: Helpful but with the increase of volatility as well as uncertainty of Bias of the market-- this should be used as more of a guide than What is most important is the actual percentage numbers but I've found graphing 1-3 of the actual ATRs is helpful. The rest just uncheck the checkbox in the options. Indicator Overview: Value 1 - 3 Period ATR (maroon) Value 2 - 7 Period ATR (green) Value 3 - 30 Period ATR (blue) Value 4 - 90 Period ATR (blue, bold) Value 5 - 1 Period ATR (green) Value 6 - 1 Period ATR (red) Value 6 – Prime Stop Loss Placement (maroon). This is the average of all above ATRs multiplied by 1.5 Value 7 - Move Left (red). Experimental value. This is the difference between (prime stop loss) and 1 day period move. Two ways to use this value. Use as a tighter stop loss placement. The other option is to use as a retrace target for purchase and using the Prime Stop Placement value as you’re stop loss. All ATRs use the LOW price of the period. After testing both the low and close I’ve settled on the low to capture the most volatility you will typically experience. Once again, this indicator should be used in conjunction with your proven trade system. Also, by knowing what the values are within the indicator you could just eye ball what would be the best stop placement depending on the ATR or 1 or 2 ATRs you find most represent the volatility of what you are trading. I will be expanding on this indicator by bringing in average measured moves as well as volume analysis and most likely with color changes and modifications. Background: While using and refining my trade system I've noticed that most moves happen in 3 periods. So we start there. The 7 period is good for a 24 hour market such as crypto (although weekend trading can be a hit or miss) and to some extent FOREX. The longer periods of 30 & 90 are to smooth out the data set. The final value of the 1 period is to bring a little more recency to the calculation. Why multiply the average by 1.5? I've found in my own trading and system I built to be the best placement (in conjunction with VCs) to ensure you're stop isn't to close and is within the instrument you are trading volatility . I'm looking at making this more intelligent as well as take into account volume and structured moves.
Indicatore Pine Script®
di RexDogActual
2
Godmode 4.0.0 [Oscillator]First off, a huge thank you to the following people: LEGION: LazyBear: www.tradingview.com xSilas: www.tradingview.com Ni6HTH4awK: www.tradingview.com sco77m4r7and: SNOW_CITY: www.tradingview.com oh92: www.tradingview.com alexgrover: www.tradingview.com cI8DH: www.tradingview.com DonovanWall: www.tradingview.com Since I've been on TradingView I've become somewhat enthralled by Godmode and the collective work that goes in to it, so I decided to publish my own iteration, building off the ideas already present. (This is a great way to get familiar with Pine by the way, just in case there are any beginners reading this) Changes The first change I made was to allow the user to select whatever tickerid they wanted as a benchmark. If trading XBTUSD on BitMEX for example, the indicator will react to exchange-specific activity, which means it will respond to all the little whipsaws, whipsaws that can be especially present on a futures exchange. By typing CRYPTOCAP:BTC or CRYPTOCAP:TOTAL we endeavor to remove noise. It can also signal earlier. Less noise and less lag. Another idea would be to choose a benchmark that has a strong inverse relationship with the asset you're trading: try CRYPTOCAP:USDT as the benchmark against BTC to see what I mean. I also added the ability to smooth the plot, yet again removing noise but adding considerable lag. The linear regression of the wave-trend is calculated in place of the EMA. This is plotted as columns with the midline (50) as the base. This is just calculating the slope of the wave-trend and can signal a weakening trend before a reversal takes place. Using cI8DH's True RSI script () as inspiration, I added a function for calculating the True TSI in an attempt to remove any bullish bias. Funnily enough, when I tried to do the same with the RSI I had some problems. I'll try to resolve this in the coming weeks. Made slight changes to the aesthetics. Tried to bring the two main plots alive by making their bold, opaque colors stand off the subtle tones in the background. To Do List 1. I would like to sort out the issue with the True RSI. 2. When the plots are smoothed, there's an issue with the green 'Caution!' dots appearing in the lower half of the indicator. 3. I'd like to adjust the code so that if the 'Benchmark' box is empty, that it will automatically register the current tickerid as the 'Benchmark'. If anyone has any suggestions on other fixes or how to apply the fixes mentioned by me, please don't hesitate to reach out to me here or through other media platforms. Want to Learn? If you'd like the opportunity to learn Pine but you have difficulty finding resources to guide you, take a look at this rudimentary list: docs.google.com The list will be updated in the future as more people share the resources that have helped, or continue to help, them. Follow me on Twitter to keep up-to-date with the growing list of resources. Suggestions or Questions? Don't even kinda hesitate to forward them to me. My (metaphorical) door is always open. BITMEX:XBTUSD CRYPTOCAP:BTC CRYPTOCAP:TOTAL CRYPTOCAP:USDT.D
Indicatore Pine Script®
di chrysopoetics
6
Angled Volume Profile [feeble]BETA VERSION this indicator maps volume as brightness over an SMA. the brightness then fades over time. It draws 30 bands, so you will need to load multiple instances to get a large picture. Configure the settings, then copy and paste the indicator, modifying only the vertOffset attribute each time Patience, bruh. This takes a long time load. Chrome runs it faster than Firefox. ¯\_(ツ)_/¯ Please let me know if you can think of how to optimize it. Feedback is appreciated is you use it :) sample with 6 instances: settings: useLog: enable if you are using a log graph rowHeight: resolution of rows. vertOffset: normally if you have 5 instances, the values will be -2,-1,0,1,2 fadeAmt: how long it takes for volume to fade once it is picked up volumeMin and Max: the volume range displayed. volumeResolution: time resolution at which volume data is collected - this is why the fadeAmt is so high, and why the graph runs out of data after a period back EMA length: its Actually SMA but I wrote it wrong. eg. for a 20 day period on a 15min chart you go ( 20 days x 24 hrs x 4 quarter hours = 1920) - I hope to automate this in a future version :p
Indicatore Pine Script®
di gamazama
25
WillSpread IndexDescription Source: www.instaforex.com The technical indicator Will-Spread was developed by Larry Williams and described in his book Long-Term Secrets to Short-Term Trading. Will-Spread is one of the strongest financial indicators, which measures the flow of price between the primary market and a secondary market. The purpose of this comparison is to highlight signals for opening/closing positions of a financial asset through market signals that have influence on this particular asset. Once the Will Spread turns positive, look for the next bar to be above bar when Will spread turned positive to get long. Indicator Use Trading use The main method of using Will-Spread is watching the way it crossing the zero line. If the indicator crosses the zero line upward, rising trend is likely to continue. When the indicator falls below the zero line, there is an obvious downtrend. The author offered to use the indicator in trading from the standpoint of a filter: when Will-Spread crosses the zero line, a trader should wait for the formation of the bar that follows after the signal. In case the new bar generates a high/low above/below the previous one, a trader should open position. It is not recommended to open position if the bar does not form a new high/low. The spread (A/B *100) takes two underlyings, get the exponential average creating exponential period (5) and subtract from another exponential period (20). The example he gives is that bonds move stocks, so we take the S&P and bonds. Get a will spread of SPY & TLT.
Indicatore Pine Script®
di Investmenthero77
2
Double EMA & ALMA StrategyThe ALMA (50 period) acts as the main trend filter, meaning that long positions are taken above the ALMA and short positions are taken below the ALMA. For instance, the 5 and 10 period exponential moving averages are added on the chart to give early signals to the trend. Therefore, when the 5/10 EMA triggers a bullish crossover, long signals are taken when price is above the ALMA, likewise, when the 5/10 EMA triggers a bearish crossover, short signals are taken when price is below the ALMA. Find out optimal values by trying. May not produce accurate results in horizontal markets. Thank you.
Strategia Pine Script®
di The_Oracle_Of_Delphi
2
Interval Volatility Bands [DW]This is an experimental study that utilizes Volume Weighted Average Price or Time Weighted Average Price calculations, Bollinger Bands, and Fibonacci numbers to estimate volatility over a specified interval. First, the basis is calculated by selecting: -VWAP, which has the option to be calculated using real volume or tick volume -TWAP, which has the option to be calculated using the standard method or exponential method Next, standard deviation from the basis is calculated and multiplied by a specified expansion coefficient. The result is then added to and subtracted from the basis to calculate the high and low bands. There are three band calculation methods to chosse from in this script: -Standard, which uses the default calculations -Average, which takes a cumulative average of standard deviation -Hybrid, which takes the maximum of the standard and average standard deviation methods Lastly, the high and low band ranges are multiplied by Fibonacci Percentages 23.6 - 78.6. A custom color scheme with eight default presets to choose from is included.
Indicatore Pine Script®
di DonovanWall
7
40 DOMINANT ALTCOINS BINANCEThis indicator is a combination of 40 different altcoins which are found on Binance exchange. I have listed all Binance altcoins in the order of the oldest listed and the newest. Due to limitations on TV for calling only 40 securities at the same time, I have limited myself with adding only the oldest ones (9+ months) and some 8+ to make up at least 40 for more data. I have excluded BTC, BCC, ETH, USDT, BNB from list as these are the trading pairs. I have some updates in mind and will try to add more options in coming months Regularly updating 40 altcoins list by sorting them by market cap and available historical data from Binance Adding Bitfinex, Bittrex and other exchanges separetly, as there is only 40 security call limit Adding ETH; USDT pairs for all above exchanges. You can add any indicator to this indicator - such as MACD, RSI, EMA and so on to help you analyse it more deeper When you load this indicator, it takes about 1 min wait as it takes and calculates a lot of data. After it is loaded, it works perfectly. Currently there is only 40 oldest altcoins to gather enough data, but as time passes, I will change some of them to create better picture of alt coins. Please report any problems and give feedback. Any idea of improvement is welcome and I will try my best. Please support me an consider to give a small tip to addresses bellow. It would greatly help me to free more time for improvements as I am working to support family and my time is limited for markets. ETH: 0xac290B4A721f5ef75b0971F1102e01E1942A4578 BTC: 39p3rKuJYKGqph1Qs35yEfNWoPvpUJBBcy This will greatly help me to keep update this indicator and give me more time to analyse and sort out all altcoins my their market cap, volume and influence.
Indicatore Pine Script®
di CryptoJoncis
1
Bill Williams Trading Chaos Vol 1-NoviceThis is a revision of a script developed by tekolo. I hope tekolo takes a look. The concepts are here but I struggle with pine. I am very much a novice, but I tried to put information from the original book, Trading Chaos, Volume One by Bill Williams. There are too many plots to get this to wor. I made a lot of plot lines into comments to get it to run. I'm hoping someone with an interest in this material and some programming skills will be kind enough to take these thoughts and put them in a script that the Pine Editor would actually run. Thanks for taking a look. I do believe in these leading indicators. This is information included for Novice Level Trading in the Bill Williams book. There are more indicators developed in his material, but the jest is that Price is an end result of the marketplace. Market participation (Volume), Market Bias (Momentum), Increased Participation and Bias (Acceleration) all preceed the formation of the Trend. This along with Elliott Wave interpretation using his indicators as a basis for locating key points of the Elliott Wave, are most of what I understand about this interesting man's work. Again, I am a novice at all of this, but the leading indicators that result in price seem interesting. Thanks!
Indicatore Pine Script®
di Mack107
2