This is Keltner Channelz (KC) with Zero Lag Moving Average (ZLMA as base). It is smoother and has less lag than the original (EMA/SMA) variant. It also can be used as a trend indicator and trend confirmation indicator. The upper and lower bands are green if it is an up trend, and red if a down trend. If both have the same color it is a stronger trend.

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A detrended series that oscilates around zero is obtained after first differencing a time series (i.e. subtracting the closing price for a candle from the one immediately before, for example). Hypothetically, assuming that every detrended closing price is independent of each other (what might not be true!), these values will follow a normal distribution with mean...

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As always, this is not financial advice and use at your own risk. Trading is risky and can cost you significant sums of money if you are not careful. Make sure you always have a proper entry and exit plan that includes defining your risk before you enter a trade. Those who have looked at my other indicators know that I am a big fan of Dr. Alexander Elder and...

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This weighting method linearly weights a percentage of values from both the beginning and the end of the rolling window in order to minimize the effect of outliers entering and leaving the window.

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1st it exactly looks like the original Supertrend indicator. But if you see the options, you can see it is totally different: It uses my other indicator inside: Zero Lag Keltner Channels, so you can use smoothed ATR bands for calculation instead of the raw ATR. By default it's length is 1 so it works like the original Supertrend. You can choose different...

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This script defines an average true range where extreme events are filtered out. Extreme events are those bars with a true range larger than 3*sigma+average, where average and standard deviation are estimated from the last 200 bars. In this way the ATR is not altered by exceptional events (e.g. the flash crash of Jan 3rd 2019) and can still be used safely for...

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Library "DataCleaner" Functions for acquiring outlier levels and acquiring a cleaned version of a series. outlierLevel(src, len, level) Gets the (standard deviation) outlier level for a given series. Parameters: src : The series to average and add a multiple of the standard deviation to. len : The The number of bars to measure. level : The...

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It is an ATR indicator which filters out outliers. Outliers are values which are higher than the standard deviation of the true range. It may be better than normal ATR for stop loss, because it does not keep large values after pump or dump. It is very useful for high volatile markets like crypto markets.

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copy pasted description.. Minkowski distance is a metric in a normed vector space. Minkowski distance is used for distance similarity of vector. Given two or more vectors, find distance similarity of these vectors.

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Hampel Filter script. This indicator was originally developed by Frank Rudolf Hampel (Journal of the American Statistical Association, 69, 382–393, 1974: The influence curve and its role in robust estimation). The Hampel filter is a simple but effective filter to find outliers and to remove them from data. It performs better than a median filter.

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