What is Nadaraya–Watson Regression? Nadaraya–Watson Regression is a type of Kernel Regression, which is a non-parametric method for estimating the curve of best fit for a dataset. Unlike Linear Regression or Polynomial Regression, Kernel Regression does not assume any underlying distribution of the data. For estimation, it uses a kernel function, which is a...

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Hi Dear Traders/Dealers! I present you here 3 lines that I developed myself base on statistical issues. +Reg. Line +Gauss Line +T.O Line -Reg. Line based on linear regression of previous inputs to make an average value. -Gauss Line based on Gaussian mean value, Standard Deviation and it uses previous inputs to make an average value. -T.O Line based on Gaussian...

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What is Faytterro Estimator? This indicator is an advanced moving average. What it does? This indicator is both a moving average and at the same time, it predicts the future values that the price may take based on the values it has taken before. How it does it? takes the weighted average of data of the selected length (reducing the weight from the middle to the...

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Regression Candles by ugurvu Regression Channel by Tradingview All Candlestick Patterns By Tradingview This script was combined for a friend of mine who needed this. This Script has regression candles by ugurvu, Regression channel and Candlestick patterns by tradingview. The intention was to fuse these together so more information can be processed on the cost of...

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This is a combination of the Lux Algo Nadaraya-Watson Estimator and Envelope. Please note the repainting issue. In addition, I've added a plot of the actual values of the current barstate of the Nadaraya-Watson windows as they are computed (lines 92-95). It only plots values for the current data at each time update. It is interesting to compare the trajectory...

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Alternative & UPDATED version of my previous indicator for spread trading. This indicator can work pretty well also with other indices or correlated assets such as nasdaq100 and dax40. The spikes from one side of the channel or the orizzontal lines signal a possible entry signal for a spread trading strategy.

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This script is pretty self-explanatory. I will suggest trying some different exits to get that win rate above 20% (I'd start with Take Profit and Stop Loss percentages). Enjoy!

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Polynomial Regression Bands w/ Extrapolation of Price is a moving average built on Polynomial Regression. This indicator paints both a non-repainting moving average and also a projection forecast based on the Polynomial Regression. I've included 33 source types and 38 moving average types to smooth the price input before it's run through the Polynomial...

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█ OVERVIEW TASC's September 2022 edition of Traders' Tips includes an article by Vitali Apirine titled "The Linear Regression-Adjusted Exponential Moving Average". This script implements the titular indicator presented in this article. █ CONCEPT The Linear Regression-Adjusted Exponential Moving Average (LRAdj EMA) is a new tool that combines a linear...

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Polynomial Regression Derivatives is an indicator that explores the different derivatives of polynomial position. This indicator also includes a signal line. In a later release, alerts with signal markings will be added. Polynomial Derivatives are as follows 1rst Derivative - Velocity: Velocity is the directional speed of a object in motion as an...

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Polynomial-Regression-Fitted RSI is an RSI indicator that is calculated using Polynomial Regression Analysis. For this one, we're just smoothing the signal this time. And we're using an odd moving average to do so: the Sine Weighted Moving Average. The Sine Weighted Moving Average assigns the most weight at the middle of the data set. It does this by weighting...

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Polynomial-Regression-Fitted Oscillator is an oscillator that is calculated using Polynomial Regression Analysis. This is an extremely accurate and processor intensive oscillator. What is Polynomial Regression? In statistics, polynomial regression is a form of regression analysis in which the relationship between the independent variable x and the dependent...

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A smooth looking indicator created from a mix of ALMA and LRC curves. Includes alternative calculation for both which I came up with through trial and error so a variety of combinations work to varying degrees. Just something I was playing around with that looked pretty nice in the end.

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█ OVERVIEW This indicator displays 3 timeframes of parallel channel using linear regression calculation to assist manual drawing of chart patterns. This indicator is not true Multi Timeframe (MTF) but considered as Alternative MTF which calculate 100 bars for Primary MTF, can be refer from provided line helper. The timeframe scenarios are defined based on...

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This indicator fits a polynomial with a user set degree to the price using least squares and then extrapolates the result. Settings Length: Number of most recent price observations used to fit the model. Extrapolate: Extrapolation horizon Degree: Degree of the fitted polynomial Src: Input source Lock Fit: By default the fit and extrapolated result...

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***************************************************************NO BIAS, NO GUESSING, JUST MATH****************************************************************************************** This script includes open-source code from the following authors: HPotter ChrisMoody LonesomeTheBlue mejialucas Thank you authors for publishing your work This script was...

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Here is my logarithmic regression bands based on non-bubble data. I've shifted the bands to fit key areas which hopefully will have confluence for years to come. Hope others find this useful! Best used on the Weekly time frame but is visible on lower. Make sure your chart is set to LOG.

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This indicator is a mix of 3 well known indicators the buy point is based on linear regression the sell points are based on mix of super trend and Bollinger it try to find best point to sell and buy which are independent from each other for each time frame you need to try to search for best setting alerts included

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