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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Oleg Rodin
4.81 (21)
Indicatori
M1 Arrow è un indicatore basato sui principi naturali del trading di mercato, che includono l'analisi della volatilità e dei volumi. L'indicatore può essere utilizzato con qualsiasi timeframe e coppia di valute. Un parametro di facile utilizzo consente di adattare i segnali a qualsiasi coppia di valute e timeframe. Oltre all'algoritmo principale basato su segnali di acquisto e vendita, l'indicatore include diverse strategie aggiuntive integrate, selezionabili tramite le impostazioni. Queste stra
DayTrader PRO MT4
Davit Beridze
4.6 (10)
Indicatori
DayTrader PRO MT5:  https://www.mql5.com/en/market/product/186222 DayTrader PRO è un indicatore di trading avanzato che combina il filtro Laguerre di John Ehlers con un potente motore di auto-ottimizzazione. Invece di utilizzare parametri fissi, l'indicatore ricerca automaticamente le migliori impostazioni in base alle condizioni recenti del mercato, aiutandoti ad adattarti alla volatilità variabile senza costanti aggiustamenti manuali. L'indicatore genera segnali chiari di ACQUISTO (BUY) e VEND
Gold Signal Pro XAUUSD with Auto TP SL
Genki Andou
5 (3)
Indicatori
KURAMA GOLD SIGNAL PRO (MT4) — Filtro a 7 livelli · TP/SL automatico · Punteggio di qualità · Salvataggio dello storico dei segnali | Sistema di trading completo per XAUUSD Nessun ridisegno (repaint) in tempo reale. Nell'istante in cui appare un segnale, freccia, ingresso, TP e SL vengono bloccati sul posto e non si spostano mai più. Ciò che fai tradare è proprio questo segnale in tempo reale. E nella v7.20, ogni segnale realmente inviato viene salvato automaticamente e ripristinato con esattez
Dynamic Scalping Oscillator mq
DMITRII GRIDASOV
Indicatori
"Dynamic Scalping Oscillator" - è un indicatore Crypto_Forex personalizzato avanzato - uno strumento di trading efficiente per MT4! - Nuova generazione di oscillatori - guarda le immagini per vedere come usarlo. - L'oscillatore Dynamic Scalping ha zone di ipervenduto/ipercomprato adattive. - L'oscillatore è uno strumento ausiliario per trovare punti di ingresso esatti dalle aree dinamiche di ipervenduto/ipercomprato. - Valori di ipervenduto: sotto la linea verde, valori di ipercomprato: sopra l
PZ Candlestick Patterns
PZ TRADING SLU
Indicatori
Identify over 30 candlestick patterns with precision This indicator recognizes over 30 Japanese Candlestick Patterns and highlights them beautifully on the chart. It is simply one of those indicators price action traders can't live without. [ Installation Guide | Update Guide | Troubleshooting | FAQ | All Products  ] Boost your technical analysis overnight Detect japanese candlestick patterns easily Trade reliable and universal reversal patterns Hop onto established trends safely using continua
Non repaint MT4
Yan Zhen Du
Indicatori
This is a professional chart indicator designed for traders focused on stability and clear price action. It helps filter market noise and provides clear visual entry and exit zones for your trading decisions. Core Features: Strictly Non-Repainting: The system is built with strict non-repaint logic. What you see on the chart is the true historical performance. Confirmed Signals: Signals are triggered and confirmed only after the candle closes . Once a trading arrow appears on a closed candle, it
Quantum Naked SMC Prime MT4
Le Kim Phong
Indicatori
Quantum Naked SMC Prime is a streamlined Smart Money Concepts indicator designed for traders who prefer a clean chart, structured market analysis and clear visual trade setups without unnecessary complexity. The indicator combines market structure, liquidity behavior, institutional zones and confirmation logic into a compact analytical framework. Instead of flooding the chart with technical indicators, Quantum Naked SMC Prime focuses on the core elements of price action and Smart Money Concepts
Forex Breath System
Oleg Rodin
5 (5)
Indicatori
Forex Breath System è un sistema di trading basato sui trend che può essere utilizzato con qualsiasi mercato. Puoi utilizzare questo sistema con valute, metalli, materie prime, indici, criptovalute e persino azioni. Può essere utilizzato anche con qualsiasi intervallo di tempo. Il sistema è universale. Mostra la tendenza e fornisce segnali di freccia con la tendenza. L'indicatore può anche fornirti un tipo speciale di avvisi quando i segnali appaiono nella direzione del trend, il che rende il tr
Prop Firm Sniper
Mohamed Hassan
4.33 (6)
Indicatori
Prop Firm Sniper MT4  is a professional market structure indicator that automatically identifies high-probability BUY and SELL opportunities using BOS and CHoCH analysis. Recommended Timeframes: For backtesting, use the indicator on   M5 or M15   for Gold (XAUUSD), and   M15 or H1   for more volatile Forex pairs such as   GBPUSD, USDJPY, EURGBP , and similar markets. CONTACT ME AFTER PURCHASE TO CLAIM YOUR FREE BONUSES! Prop Firm Sniper  is a professional market structure indicator designed t
Altri dall’autore
Abiroid Linear Regression Channel MT5
Abir Pathak
Indicatori
Read detailed blogpost here: https://www.mql5.com/en/blogs/post/772233 Features at a Glance Linear regression center line with statistically accurate curved deviation bands Three band calculation modes: RMA of High-Low Range, Standard Deviation, and True ATR Candle coloring in two modes: Heatmap (position inside the bands) and Volume-Weighted Colored Bars (VWCB) Straight regression channel (Channel 1) with up to 3 deviation levels Future projection channel (Channel 2) with optional Higher Timef
Abiroid Nadaraya Watson Envelope MT5
Abir Pathak
5 (1)
Indicatori
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 Nad
FREE
Ichimoku Scanner Dashboard
Abir Pathak
4.75 (16)
Indicatori
Dashboard uses Ichimoku Strategy to find best trades. Get extra Indicators/Template: And read more about detailed Product Description and usage here: https://www.mql5.com/en/blogs/post/747457 Read more about Scanner Common features in detail here: https://www.mql5.com/en/blogs/post/747456 Features: Price Kumo Breakout Tenkan-Kijun Cross Chikou/CLoud and Chikou/Price Support/Resistance (SR-SS or SR-NRTR) Stochastic OB/OS and back Awesome Oscillator Higher Timeframe Ichimoku Trend Align
Abiroid Auto Fibonacci Indicator
Abir Pathak
4.91 (23)
Indicatori
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
FREE
TDI Patterns SharkFin Indicator
Abir Pathak
4.85 (13)
Indicatori
This is a Sharkfin Arrows Indicator. Detailed explanation and TDI extras: https://www.mql5.com/en/blogs/post/759138 This indicator will show only Arrows. It does not have TDI symbols on chart. Please get the extras from links above for TDI indicators. Sharkfin Scanner (paid): https://www.mql5.com/en/market/product/123566 TDI Scanner Dash (paid): https://www.mql5.com/en/market/product/41826 About: This Indicator finds the Shark Fin Pattern. It will show an arrow in the current bar if RSI sha
FREE
Advanced Order Blocks with Volume MT5
Abir Pathak
Indicatori
Core Features (What You’re Actually Getting) This indicator is designed to do one thing really well:   show you where institutions actually traded — and keep those levels organized, clean, and tradable. Here’s what it includes: Automatic Order Block Detection Finds real consolidation zones automatically — no manual drawing, no guessing. Smart Volume Filtering Uses volume to separate   real institutional activity   from random noise. Every block shows a clear multiplier (like 2.3x, 3.1x, etc) s
FREE
Semafor 3LZZ Scanner Dashboard
Abir Pathak
5 (8)
Indicatori
3 Level ZZ Semafor Scanner: This is a Dashboard indicator which uses 3LZZ Indicator in the background to find semafors. It will give priority to the semafors3 because they specify a strong signal. So, even if there is a sem1 or 2 on current bar, and if Sem3 was within "Check Previous Bars for Sem 3". Then it will show Sem3 instead. Read about this in detailed post: https://www.mql5.com/en/blogs/post/758250 And get all extra Indicators/Template from above link. Please note: Number of settings
Best Heiken Ashi VQZZ System
Abir Pathak
4.82 (11)
Indicatori
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
FREE
Abiroid One Candle Chart MT5
Abir Pathak
Indicatori
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
FREE
Abiroid Iterative Gaussian Channel MT5
Abir Pathak
Indicatori
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
FREE
Abiroid Ongoing Trades MT5
Abir Pathak
5 (1)
Indicatori
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
FREE
Guppy GMMA Cross Arrows Indicator
Abir Pathak
5 (9)
Indicatori
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
FREE
Abiroid Symbol Sync MT5
Abir Pathak
Indicatori
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
FREE
EMA Multi meter
Abir Pathak
4.92 (13)
Indicatori
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
FREE
Abiroid Last Time Here MT5
Abir Pathak
5 (1)
Indicatori
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
FREE
Abiroid GMA Scalper Arrow
Abir Pathak
Indicatori
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
FREE
Abiroid Simple Semafor Scanner
Abir Pathak
4.5 (2)
Indicatori
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
FREE
Abiroid Slope MA
Abir Pathak
4.67 (3)
Indicatori
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
FREE
Abiroid Volatility Cloud MT5
Abir Pathak
Indicatori
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:
FREE
Abiroid MA Stack
Abir Pathak
4.6 (5)
Indicatori
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
FREE
Abiroid Slopes Histogram
Abir Pathak
Indicatori
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
FREE
Abiroid GMMA Trend Scanner Dashboard
Abir Pathak
4.5 (4)
Indicatori
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
TDI Scanner Dashboard
Abir Pathak
5 (9)
Indicatori
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
Abiroid Extreme TMA System Arrows Indicator
Abir Pathak
4.33 (3)
Indicatori
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
Abiroid Extreme TMA System Scanner Dashboard
Abir Pathak
5 (6)
Indicatori
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
Best Heiken Ashi VQZZ Scanner Dashboard
Abir Pathak
5 (1)
Indicatori
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
Abir Pathak
Indicatori
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
Abir Pathak
5 (1)
Indicatori
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
Indicatori
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
Abiroid Sway COG Arrow
Abir Pathak
5 (2)
Indicatori
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
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