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Nadaraya Watson Envelope by mh

This indicator builds upon the previously posted Nadaraya-Watson Estimator. Here we have created an envelope indicator based on kernel smoothing with integrated alerts from crosses between the price and envelope extremities. Unlike the Nadaraya-Watson Estimator, this indicator follows a contrarian methodology.


  • Window Size: Determines the number of recent price observations to be used to fit the Nadaraya-Watson Estimator.
  • Bandwidth: Controls the degree of smoothness of the envelopes , with higher values returning smoother results.
  • Mult: Controls the envelope width.
  • Src: Input source of the indicator.


This tool outlines extremes made by the prices within the selected window size. This is achieved by estimating the underlying trend in the price using kernel smoothing, calculating the mean absolute deviations from it, and adding/subtracting it from the estimated underlying trend.

We can expect the price to reverse when crossing one of the envelope extremities. Crosses between the price and the envelopes extremities are indicated with triangles on the chart.

For real-time applications, triangles are always displayed when a cross occurs and remain displayed at the location it first appeared even if the cross is no longer visible after a recalculation of the envelope .

As per popular demand we have integrated alerts for this indicator from the crosses between the price and the envelope extremities. However, we do not recommend this tool to be used alone or solely for real time applications. We do not have data supporting the performance of this tool over more classical bands/ envelope /channels indicators

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4.42 (31)
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Blahtech Limited
4.54 (13)
Was: $299  Now: $99   Supply Demand uses previous price action to identify potential imbalances between buyers and sellers. The key is to identify the better odds zones, not just the untouched ones. Blahtech Supply Demand indicator delivers functionality previously unavailable on any trading platform. This 4-in-1 indicator not only highlights the higher probability zones using a multi-criteria strength engine, but also combines it with multi-timeframe trend analysis, previously confirmed swings
The Price Action Finder Multi indicator is an indicator of entry points that searches for and displays Price Action system patterns on dozens of trading instruments and on all standard time frames: (m1, m5, m15, m30, H1, H4, D1, Wk, Mn). The indicator places the found patterns in a table at the bottom of the screen. By clicking on the pattern names in the table, you can move to the chart where this pattern is located. Manual (Be sure to read before purchasing) | Version for MT4 Advantages 1. Pa
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This is a derivative of John Carter's "TTM Squeeze"  volatility  indicator, as discussed in his book "Mastering the Trade" (chapter 11). Black crosses on the midline show that the market just entered a squeeze (   Bollinger Bands   are with in   Keltner   Channel). This signifies low   volatility   , market preparing itself for an explosive move (up or down). Gray crosses signify "Squeeze release". Mr.Carter suggests waiting till the first gray after a black cross, and taking a position in
The Double Stochastic RSI Indicator is a momentum indicator which is based on the Stochastic Oscillator and the Relative Strength Index (RSI). It is used help traders identify overbought and oversold markets as well as its potential reversal signals. This indicator is an oscillator type of technical indicator which plots a line that oscillates within the range of zero to 100. It also has markers at levels 20 and 80 represented by a dashed line. The area below 20 represents the oversold area, wh
Unlock Your Trading Potential: EA Proven to Pass Proprietary Firm Evaluations for Gold on 15-Minute Timeframe Description: Discover the EA that exceeds expectations—engineered specifically for trading Gold on the 15-minute timeframe and proven to excel in evaluations by prestigious proprietary firms like FTMO. Designed with precision and tested rigorously, this automated solution integrates cutting-edge algorithms to optimize your trading performance. Key Features: - Gold Trading Expertise:
EURUSD Mastery: EA Tailored for Prop Firm Success on M15 Description: Introducing the ultimate EURUSD trading companion—an EA meticulously crafted for the 15-minute timeframe, engineered to surpass the rigorous evaluations of top proprietary firms like FTMO. Designed with precision and tested rigorously, this automated solution integrates advanced algorithms to optimize your trading performance. Key Features: - EURUSD Expertise: Specialized for the EURUSD currency pair, ideal for the dynami
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