Abiroid Nadaraya Watson Envelope MT4

About:

The Nadaraya-Watson Envelope is a sophisticated yet practical technical indicator that helps traders identify overbought and oversold conditions using advanced kernel regression methods.

This is the MT4 only Version.


For MT5 Version go here:

https://www.mql5.com/en/market/product/158641/


Key Features

  • ATR-Based Bands: Three upper and three lower bands provide graduated overbought/oversold zones
  • Logarithmic Scale Calculation
  • Center Line - bullish (teal) or bearish (red)

What is the Nadaraya-Watson Envelope?

Think of an envelope as a channel around price action. Traditional envelopes use simple moving averages with fixed percentage bands. The Nadaraya-Watson Envelope takes this concept further by using kernel regression - a smart mathematical approach that weighs recent price data more heavily while still considering historical context.

Why Kernel Regression?

Kernel regression doesn't assume price moves in straight lines or follows specific patterns. Instead, it looks at each price point and asks: "How much should nearby prices influence my estimate here?" Closer prices get more weight, distant prices get less. This creates a smoothly adaptive line that responds to market changes without the lag of traditional moving averages.

The Rational Quadratic Kernel used here is particularly powerful. Imagine combining multiple moving averages of different lengths into one intelligent line. That's essentially what this kernel does, giving you both responsiveness and smoothness in a single calculation.


Read detailed Description with screenshots:

https://www.mql5.com/en/blogs/post/766072


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This indicator works on MT4 and is very easy to use. When you receive a signal from it, you wait for that candle with the signal to close and you enter your trade at the beginning of the next new candle . A red arrow means sell and a green arrow means buy. All arrows comes with Alert  like for easy identification of trade signal. Are you okay with that? 1 minute candle 1 minute expire
Trend Lines PRO
Roman Podpora
5 (2)
Indicators
TREND LINES PRO    helps understand where the market is truly changing direction. The indicator shows real trend reversals and points where major players re-enter. You see   BOS lines   Trend changes and key levels on higher timeframes — without complex settings or unnecessary noise. Signals don't repaint and remain on the chart after the bar closes. VERSION MT 5     -     Reveals its maximum potential when paired with the   RFI LEVELS PRO  indicator What the indicator shows: Real shifts   tren
Binary Trader Master
Oleg Rodin
3.5 (2)
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Binary Trader Master is an arrow based indicator that predicts the close of the candle. It does its analysis within one candle only. When the candle opens it requires a few moments to make the analysis and predict the close of the candle. Then it generates a signal. The indicator also allows you to apply time limits that it can use for the analysis which means that you can actually tell the indicator how much time it is allowed to have for the analysis within the candle. The indicator monitors s
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Abir Pathak
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Read detailed blogpost with screenshots here: https://www.mql5.com/en/blogs/post/770947 Features at a Glance One-click symbol change across all charts simultaneously One-click timeframe change across all charts simultaneously Live trade status on every pair button — buy/sell counts, profit/loss coloring Pending order indicators shown separately on buttons Panel background color changes with your overall profit or loss Sync panel position across all charts Sync the number of buttons per row acro
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Abiroid Extreme TMA System Scanner Dashboard
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5 (6)
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This Scanner Dashboard uses the Extreme TMA System Arrows Indicator to show good BUY/SELL signals. This Product contains dashboard only. It does not contain the Abiroid_Arrow_Extreme_TMA.ex4 indicator. Arrows indicator is not necessary for dashboard to work.  To see arrows, you can buy the arrows indicator separately if you like: https://www.mql5.com/en/market/product/44822 Dash shows Slopes for current and Higher Timeframes. - 1st diamond is current TF. Next diamonds are higher TFs (Please Not
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Scanner Dashboard for Best Heiken Ashi VQZZ Arrows Indicator here: https://www.mql5.com/en/market/product/45900 Check out this post for detailed description on How To Use All Indicator extras and template: https://www.mql5.com/en/blogs/post/758259 Please note that if you are using too many pairs/timeframes, then VQZZ calculations might slow down the dashboard. So be careful not to use too many VQZZ Higher timeframes if you are using too many pairs. Also, VQZZ is based on higher timeframes. e.g
Abiroid ProfitPercent Arrows Stoch Ichimoku
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Abiroid Profit Percent Series 1: Arrows Indicator Stochastic Ichimoku with ATR Get the Scanner for free. For getting Profit Percentages for Multiple Timeframes and Multiple Pairs. And read detailed description about this indicator and all the settings here. And get extra Indicators, Templates and settings for download: https://abiroid.com/product/profit-percent-stoch-ichimoku-with-atr Watch the tutorial video here: https://youtu.be/C45-9kWPE2Q About The Strategy: This strategy has 3 main par
Abiroid ProfitPercent Arrows MA Confluence
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5 (1)
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Profit Percent Series 2 The scanner dashboard available here (for  Free) : And read detailed information about MA Confluence here: https://www.mql5.com/en/blogs/post/747474 Here's a post about Common Settings for all Profit Percent Series Indicators: https://www.mql5.com/en/blogs/post/747456 Strategy: Main Signal Indicators (Any One): MA Cross (In-built) or Hull, OBV Cross, Heiken Ashi Cross Validation Indicators (Preferably less than 3): OBV (with Min Distance), Heiken Ashi, ADX, SuperTren
Abiroid COG Slope
Abir Pathak
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This is a slope indicator for COG (Center of Gravity) indicator.   Download extra COG Indicators and read detailed description and strategy here: https://www.mql5.com/en/blogs/post/759120 Description: You can set the Slope Threshold for indicating Buy/Sell heightened levels. In the above Image the Threshold is set to 0, because of that all Bullish slope is Green and Bearish is Red. Suppose we set Threshold to -10 and 10, then this is what we get: And also set Slope Period. Default is 5, which
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Abir Pathak
5 (2)
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This Indicator uses Center of Gravity (COG) Indicator to find you the best trades. It is a reversal based Swing Indicator which contains an  Arrows Indicator. That you can buy here from Metatrader Market. Check out this blog post for detailed How to Use Guide and links to free scanner: https://www.mql5.com/en/blogs/post/758262 Scanner needs this arrows indicator in same directory to run Copy scanner ex4 in same folder as your Arrows Indicator: MQL4/Indicators/Market/ All extra indicators and
Abiroid Darvas Arrow
Abir Pathak
Indicators
This strategy is best used for Trend based trading. While market is trending, price still makes smaller ranges. Darvas boxes show breakouts from these small ranges, while still following the original market trend. Detailed Description: https://www.mql5.com/en/blogs/post/747919 Features: Darvas - Check Darvas Box Breakout -   Check Price Above/Below MA or Darvas Box has crossed MA -   Min, Max Box Height -   Max Distance Between Entry Price and Darvas Box Other Indicators: - NRTR Trend Check
Abiroid EMA Scalper Arrow
Abir Pathak
Indicators
Free scanner available here: https://abiroid.com/product/abiroid-ema-scalper Basic Strategy: 1: MA Crossover Up/Down Arrow (Mandatory Check) Optional Checks: 2: If NRTR Check On (Optional): For BUY: Check if NRTR blue and For SELL: NRTR Red If NRTR Shadow Distance On (Optional): Check price for 'x' bars back: at Shadow distance (ATR Multiplier distance) from NRTR line. 3: If High Volume bar On: Check if High Volume or if Medium (if on) Volume bar 'x' bars back 4: If HTF Trend Align On (Optiona
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