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Abiroid Nadaraya Watson Envelope MT5

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Published: 16 December 2025

Current version: 1.2

Abiroid Nadaraya Watson Envelope MT5

Name: Abiroid Nadaraya Watson Envelope MT5
Rating: 5 (1 reviews)
Author: Abir Pathak

Indicators
Abir Pathak
Abir Pathak
India

56022
4.7 (158)
- https://abiroid.com
I create MT4 and MT5 indicators. They are mainly arrows and scanner indicators and also some essential utilities.
I'm hoping they will make your trading easier and make you profitable.
You can join my Telegram channel to keep track of all products I post.

96 products 1 code 4 topics 36 comments
Version: 1.2

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 MT5 only Version.

For MT4 Version go here:

https://www.mql5.com/en/market/product/158640/

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

more...

Screenshot #1 Abiroid Nadaraya Watson Envelope MT5

Screenshot #2 Abiroid Nadaraya Watson Envelope MT5

Screenshot #3 Abiroid Nadaraya Watson Envelope MT5

Screenshot #4 Abiroid Nadaraya Watson Envelope MT5

Screenshot #5 Abiroid Nadaraya Watson Envelope MT5

socol 2026.04.19 15:23 #

Excellent indicator! Thank you! You've created a masterpiece. Why didn't I see it before?

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How To Use Check out this post for detailed description on All Indicator extras and template: https://www.mql5.com/en/blogs/post/758259 The Best Heiken Ashi System is a simple trading system for trading based only two indicators for generate signals: Heiken ashi smoothed and Vqzz indicator multi-timeframe. The system was created for scalping and day trading but can also be configured for higher time frames. As mentioned, the trading system is simple, you get into position when the two indica

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Read detailed blog here: https://www.mql5.com/en/blogs/post/772837 Quick Feature List Three strategies in one indicator: Fakeout Reversal, FVG Breakout, Quartile Continuation Heatmap candle coloring using a Linear Regression channel on every bar Configurable anchor session window with automatic timezone offset support Candle color filter to accept or skip signals based on trend strength Signal strength separation: strong signals and weak signals drawn separately so you can style them differentl

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A Fibonacci indicator is best used with other indicators like Pivots, Support/Resistance etc. Price tends to use Fibo levels as Support or Resistance lines. So, this indicator is very useful to know when price might reverse or if a level is crossed, price might continue the trend. Also, to find the best Take Profit and StopLoss lines. Don't use Fibo Indicator alone for trading as it might not always be accurate. Use it to make your strategies better as a supporting indicator. Settings: Auto Fib

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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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This indicator is based on Guppy's GMMA Strategy. And shows arrows when GMMA lines cross up or down. To have this indicator and get alerts for Multiple Timeframes and multiple Pairs you can check out the demo of this GMMA Trend Scanner indicator: https://www.mql5.com/en/market/product/38747 About GMMA In Brief: GMMA attempts to identify trends by combining two groups of moving averages with differing time periods: The long-term EMAs (30, 35, 40, 45, 50, and 60) the behaviors of investors that h

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Features: 1- Get OB/OS Levels from Golden MA Levels 2- Wait for Buy/Sell Start Level Cross 3- Optional: Should price cross Mid Level in earlier bars 4- Optional: Crossing bar High/Medium Volume 5- Optional: MA Stacked to check up/down trend for current TF 6- Optional: NRTR higher timeframes aligned Check Detailed blog post explained: https://www.mql5.com/en/blogs/post/758457 Levels with Buffers available here: Golden MA Levels Indicator: https://www.mql5.com/en/market/product/119515 Note: Arr

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Check out the detailed blogpost with screenshots: https://www.mql5.com/en/blogs/post/771285 Features All trades in one subwindow — Every open BUY and SELL order gets its own mini candlestick chart, no matter what symbol it belongs to. Smart price scaling — EURUSD and BTCUSD look the same size. The indicator uses ATR normalization so every trade is equally readable. Live candle updates — The latest candle reflects the real-time Bid price, not just the last close. Entry, SL & TP lines — See exact

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Detailed blogpost: https://www.mql5.com/en/blogs/post/766378 Key Features Adaptive Upper/Lower bands Smooth Center Line Customizable Length (sensitivity) Non-Repainting (only current ongoing bar is updated every "Refresh After Ticks" number of ticks) Multiple Price Sources - Choose from close, open, high, low, median, typical, or weighted close Components: The Basis Line The smooth center line represents the weighted average of price. Think of this as the "true" price level when all the noise

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Features at a Glance Multi-Band System: 4 bands above and below a center line, creating 9 distinct layers ALMA-Based Center Line: Smooth, responsive moving average that filters noise effectively Volatility Bands: Automatically adjusts to market volatility using Standard Deviation Keltner Channel Integration: Blends ATR-based channels with standard deviation for robust band placement Alert System: Get notified when price crosses key band levels Read in detail with screenshots in blogpost: https:

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How the Indicator Works: This is a Multi-timeframe MA multimeter indicator which studies if price is above or below a particular EMA range and shows Red/Green/Yellow signals. Red: Price Below EMA range Green: Price above range Yellow: Price within range Indicator Properties: EMA Settings: - Default Period is 200. You can change all MA Settings like Period, MA Method (SMA, EMA, etc) or MA Applied Price (Close, Open, etc). - EMA Range list is a comma separated value list for different timeframes

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Read detailed blogpost with screenshots here: https://www.mql5.com/en/blogs/post/771070 What Is "Last Time Here"? Every price move in the market has happened before — or something very similar to it has. "Last Time Here" is an indicator for MetaTrader 4 and MetaTrader 5 that asks a simple question: the last time price was in this exact zone, what did it do next? The indicator identifies the current active ZigZag leg — the most recent swing move from the last confirmed low to the last confirmed

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Description This scanner uses 3LZZ TRO ex4 and scans for Semafors at given “Shift” bar. Scanner Detailed Settings: https://www.mql5.com/en/blogs/post/747456 Other Settings: Set Periods for Semafor 1,2,3 Set alerts on/off for Semafor 1,2,3 Shift bar (Bar on which semafor is scanned) Refresh After Ticks (Number of ticks when dash is refreshed) This scanner is pretty simplistic version. And a more detailed version with a different strategy is available here: https://www.mql5.com/en/market/product

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Features: - Moving Average Slope for Max Past Bars - Slope Period - Slope Thresholds - Multiple Slope Type options - See slope visually as a histogram - Info Panel Show/Hide Slope Calculations and Types: The slope value is calculated using the Slope Period. Suppose Period is 5, it will check the MA value for bar (x) and bar (x+5). And find the slope angle between them. Read detailed description about Slope Types and Settings here: https://www.mql5.com/en/blogs/post/747651

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Moving Average Rainbow Stack: Free: Single Currency & Single Timeframe MA Stack Very useful for finding current and higher timeframe trends. Best suited for long term trend based trading. Use fewer MAs for quick scalping. And not suitable during low volatility. Only use during high volatility and steady trending markets. Use this to enhance your existing Trend based strategies to find best trends. Read detailed description https://abiroid.com/product/abiroid-ma-stack Available MTF and Scanner v

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Abiroid Multi Slope indicator allows you to calculate a Slope Histogram for any line of any indicator . Histogram is for 1 slope line only, but slope values can be calculated for 3 lines total. To have multiple histograms, add as many Slope indicators for custom indicators as you like on chart. You just need to provide the Indicator name, buffer value, slope's period and max number of bars back. By default it has slope calculation for TDI_v4.ex4 indicator. There is no way to specify parameters f

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Features: - Current TF GMMA Cross and Trend (Mandatory Check.. G-Up/G-Down) - HTF GMMA Trend Check (Optional.. slanting arrow) - TDI or NRTR Trend Check (Optional.. diamond) Read post for detailed description and downloading extra indicators: https://www.mql5.com/en/blogs/post/758264 Scanner: This is a Dashboard Scanner for finding good trades using the GMMA method as base and TDI method for trend verification. All buttons for all Pairs and Timeframes are clickable and will change the chart f

32 USD

TDI Multi Timeframe Scanner: This Dashboard indicator uses the TDI (Trader's Dynamic Index) Indicator to find best trades. Read detailed How to Use Guide: https://www.mql5.com/en/blogs/post/758252 Extra indicators also available in above post. Checks for: - SharkFin Pattern Free indicator for SharkFin: https://www.mql5.com/en/market/product/42405/ - TDI Trend: Strong/Weak Trend Up/Down - TDI Signal: Strong/Medium/Weak Signal for Buy/Sell - Consolidation - Overbought/Oversold - Volatility Ban

65 USD

Extreme TMA System with Arrows Indicator And Buy/Sell Boxes with Take Profit & Stop Loss This is a Non-Repainting Arrows Indicator based on the Extreme TMA System. It shows TMA cross signals and the best BUY/SELL signals. Along with the most predicted TakeProfit. And StopLoss based on TakeProfit ratio. Please note: This is an Arrows only Indicator. Dashboard is sold separately here: https://www.mql5.com/en/market/product/44825 About Indicator: This indicator shows BUY/SELL Signal Arrows and

32 USD

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

32 USD

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

55 USD

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

65 USD

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

65 USD

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

30 USD

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

50 USD

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

55 USD

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Leo.morales 2026.07.28 17:57 #

User didn't leave any comment to the rating

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Reply from developer Abir Pathak 2026.07.28 19:40 #

Thanks :)

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Rania H 2026.05.13 14:59 #

User didn't leave any comment to the rating

56022

Reply from developer Abir Pathak 2026.05.13 15:33 #

Most welcome!
I'm glad you like it :)

socol 2026.04.19 15:23 #

Excellent indicator! Thank you! You've created a masterpiece. Why didn't I see it before?

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Reply from developer Abir Pathak 2026.04.20 00:46 #

Most Welcome...
Glad you liked it :)