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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FX Power: Analizza la Forza delle Valute per Decisioni di Trading Più Intelligenti Panoramica FX Power è lo strumento essenziale per comprendere la reale forza delle principali valute e dell'oro in qualsiasi condizione di mercato. Identificando le valute forti da comprare e quelle deboli da vendere, FX Power semplifica le decisioni di trading e rivela opportunità ad alta probabilità. Che tu segua le tendenze o anticipi inversioni utilizzando valori estremi di Delta, questo strumento si adatta
NAM Order Blocks
NAM TECH GROUP, CORP.
3.67 (3)
Indicatori
MT4 Multi-timeframe Order Blocks detection indicator. Features - Fully customizable on chart control panel, provides complete interaction. - Hide and show control panel wherever you want. - Detect OBs on multiple timeframes. - Select OBs quantity to display. - Different OBs user interface. - Different filters on OBs. - OB proximity alert. - ADR High and Low lines. - Notification service (Screen alerts | Push notifications). Summary Order block is a market behavior that indicates order collection
Auto Optimized Parabolic RSI MT4
Davit Beridze
5 (1)
Indicatori
Auto Optimized Parabolic RSI: Motore di Momentum 3D Avanzato La maggior parte degli indicatori per trader privati fallisce perché si affida a parametri statici che smettono di funzionare nel momento in cui la volatilità del mercato cambia. Auto Optimized Parabolic RSI risolve il problema dell'"obsolescenza dell'indicatore" ricalcolando continuamente il proprio vantaggio matematico, portando un adattamento quantitativo di livello istituzionale direttamente sul tuo terminale MT5. Il Vantaggio Prin
Volume Master
Mohamed Hassan
Indicatori
Volume Master – Real-Time Market Power Indicator See who’s in control of the market: buyers or sellers in real time. Volume Master is a powerful trading tool designed to give you a clear edge by visualizing bull vs bear activity across multiple symbols, while helping you confirm high-probability entries directly on your chart. WHAT MAKES VOLUME MASTER DIFFERENT? Unlike traditional volume indicators, Volume Master doesn’t just show volume — it shows market dominance. Real-Time Bull vs Bear Activi
GoldRush Trend Arrow Signal
Kirk Lee Holloway
5 (2)
Indicatori
Segnale GoldRush Trend Arrow L'indicatore GoldRush Trend Arrow Signal fornisce un'analisi precisa e in tempo reale dei trend, pensata appositamente per gli scalper ad alta velocità e a breve termine nel mercato XAU/USD. Progettato specificamente per il timeframe di 1 minuto, questo strumento mostra frecce direzionali che indicano chiari punti di ingresso, consentendo agli scalper di navigare con sicurezza nelle condizioni di mercato volatili. L'indicatore è composto da frecce di avviso PRIMA
PZ 123 Pattern
PZ TRADING SLU
1 (1)
Indicatori
Unlock powerful breakout opportunities The 123 Pattern is one of the most popular, powerful and flexible chart patterns. The pattern is made up of three price points: a bottom, a peak or valley, and a Fibonacci retracement between 38.2% and 71.8%. A pattern is considered valid when the price breaks beyond the last peak or valley, moment at which the indicator plots an arrow, rises an alert, and the trade can be placed. [ Installation Guide | Update Guide | Troubleshooting | FAQ | All Products  ]
Bull versus Bear
Mohamed Hassan
4.5 (18)
Indicatori
Send us a message after your purchase to receive more information on how to get your  BONUS  for FREE  that works in great combination with Bull vs Bear ! Bull versus Bear is an easy-to-use Forex indicator that gives traders clear and accurate signals based on clear trend retests . Forget about lagging indicators or staring at charts for hours because  Bull vs Bear provides real-time entries with no lag and no repaint, so you can trade with confidence. Bull vs Bear  helps you enter trades during
Peak Formation Dashboard Pro MT4
Sarika G Talekar
Indicatori
The Propfolio Master Suite is the ultimate all-in-one analytical workstation for professional traders. Combining the power of the Beat The Market Maker (BTMM) methodology, Smart Money Concepts (SND/Liquidity), and Advanced Volume Profile, this suite replaces multiple different indicators with one optimized engine. Monitor up to 14 pairs simultaneously from a single chart, instantly identify market cycles, and seamlessly map institutional footprints with the click of a button. The Command Center
Universal Swing Arrows
Oleg Rodin
5 (5)
Indicatori
Universal Swing Arrows è un indicatore basato su frecce progettato per fornire segnali di swing trading. Può essere utilizzato per qualsiasi coppia di trading e qualsiasi periodo di tempo di trading. LE FRECCE APPAIONO SULLA CANDELA CORRENTE (0). I SEGNALI NON SI RIVERNICIANO! L'indicatore può essere utilizzato come sistema di trading autonomo o come parte della tua strategia di trading personale. La freccia dell'indicatore non è solo un segnale ma è anche il tuo possibile livello di stop loss.
Harmonic Pattern Plus MT4
Young Ho Seo
4.44 (18)
Indicatori
Introduction Harmonic Patterns are best used to predict potential turning point. Traditionally, Harmonic Pattern was identified manually connecting peaks and troughs points in the chart. Manual harmonic pattern detection is painfully tedious and not suitable for everyone. You are often exposed under subjective pattern identification with manual pattern detection. To avoid these limitations, Harmonic Pattern Plus was designed to automate your harmonic pattern detection process. The functionality
KuKl
IGOR KIRIANEN
Indicatori
The indicator is built on a non-standard Zig Zag, it draws accumulations after which if the price leaves this zone and a test of this zone occurs, then a sound signal is given and an arrow appears - after the test candle closes.The indicator does not redraw its signals, it is very easy to use, there are only three settings 1- this is the zig zag parameter 2- this is the minimum price exit from the zone 3- this is the maximum price exit from the zone. The lower the parameter for Zig Zag, the more
Altri dall’autore
Abiroid Range Filtered Trend Signals MT5
Abir Pathak
Indicatori
Read detailed blogpost with screenshots here: https://www.mql5.com/en/blogs/post/764306 Note: This is the MT5 only version. The MT4 version is available here: https://www.mql5.com/en/market/product/149941 Features Kalman smoothing to reduce market noise. Supertrend bands for trend direction. Color-coded dots and arrows for quick reading. Arrow signals for trend continuation. Alerts for trend changes. Adjustable inputs for different styles. How to Use Green dots = bullish bias. Red dots = bea
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
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
Abiroid Auto Fibonacci Indicator
Abir Pathak
4.91 (22)
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
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
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
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
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 Multi Kernel Regression MT5
Abir Pathak
Indicatori
This is an MT5 only version. For MT4: https://www.mql5.com/en/market/product/162600/ Read detailed blogpost here with screenshots and best settings: https://www.mql5.com/en/blogs/post/766909 Introduction This tool takes raw, noisy price data and transforms it into smooth, easy-to-read trend lines that make market direction much clearer. Whether you’re a day trader, swing trader, or long-term position trader, this indicator can adapt to your style thanks to flexible kernel selection, adjustab
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
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 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 (1)
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 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 MA Stack
Abir Pathak
4.5 (4)
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 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
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
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
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
Abiroid Darvas Arrow
Abir Pathak
Indicatori
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
Indicatori
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
Abiroid Support Resistance Scanner
Abir Pathak
5 (3)
Indicatori
This is a Multi-currency multi-timeframe Support/Resistance Scanner Dashboard for Metatrader 4 (MT4) platform. Get all extras and download free demo here: https://www.mql5.com/en/blogs/post/760210 Read detailed description in post above. And get the SR Indicator for individual charts. Features: Scan Support/Resistance zones (also called Supply/Demand zones) Show alert when price is inside these zones and highlights the pair/timeframe Show or hide SR zones price nearest to current price (Price
Abiroid Donchian Arrow
Abir Pathak
Indicatori
This strategy is useful for small timeframe scalping and binary options. Best timeframes: M5,M15,M30 M1 timeframe is too unpredictable. So be careful with that. Read Detailed Description and Get All: - Free Demo - Free Scanner - Extra Indicators ex4 files from https://abiroid.com/product/abiroid-donchian-scanner-and-arrows Arrows Demo only works in strategy tester. So, Arrows Demo won't work with the free scanner. Scanner needs "Abiroid Donchian Arrow.ex4" to work. So make sure both arrows and
Abiroid Halftrend Scanner
Abir Pathak
5 (5)
Indicatori
Read detailed description and Get Free Demo and extra indicators: https://www.mql5.com/en/blogs/post/758610 Features: Halftrend Arrow Scan: Scan Max Past Bars for Halftrend arrows. Show how many bars back the arrow occurred in a bracket Past Bars Back Alerts: Num of bars back for which scanner will send alerts Halftrend HTF Align: Scan Higher timeframes for Trend Direction of Halftrend Indicator and if trends align show a slanting Green/Red Arrow for Up/Down trend Semafor 3 Check: Few bars bef
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