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Nadaraya Watson envelope for MT5

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. Please note that the indicator is subject to repainting. The triangle labels are designed so that the indicator remains useful in real-time applications.

Settings

  • 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.


Usage

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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Top bewertet auf anderem MarketPlace -  Jetzt verfügbar auf METATRADER Identifizieren Sie Bereiche und die nächsten wahrscheinlichen Bewegungen     |    Erhalten Sie früheste Signale und die Stärke von Trends     |    Klare Ausstiegssignale vor Umkehrung     |    Erkennen Sie die Fibo-Levels, die der Kurs testen wird    |  Indikator, der nicht zurückverfolgt, nicht verzögert - ideal für den manuellen und automatisierten Trading - geeignet für alle Vermögenswerte und Zeiteinheiten - 50% Rabatt  
TPSpro TRENDPRO  - is a trend indicator that automatically analyzes the market and provides information about the trend and each of its changes, as well as giving signals for entering trades without redrawing! The indicator uses each candle, analyzing them separately. referring to different impulses - up or down impulse. Exact entry points into transactions for currencies, crypto, metals, stocks, indices!  -  Version MT4                  DETAILED DESCRIPTION        /       TRADING SETUPS       
Was: $249  Now: $99   Market Profile defines a number of day types that can help the trader to determine market behaviour. A key feature is the Value Area, representing the range of price action where 70% of trading took place. Understanding the Value Area can give traders valuable insight into market direction and establish the higher odds trade. It is an excellent addition to any system you may be using. Inspired by Jim Dalton’s book “Mind Over Markets”, this indicator is designed to suit the
Golden Spikes Detector
Batsirayi L Marango
5 (1)
Golden Spikes Detector This indicator is based on an advanced strategy primarily for trading spikes on Boom and Crash Indices. Complex algorithms were implemented to detect high probability entries only. It alerts on potential Buy and Sell entries. To trade spikes on the Deriv or Binary broker, only take Buy Boom and Sell Cash alerts. It was optimised to be loaded on 5-minute timeframe although multiple timeframe analysis is done in the background. Features ·             Desktop pop up and sound
Matrix Arrow Indicator MT5
Juvenille Emperor Limited
5 (14)
Matrix Arrow Indicator MT5   ist ein einzigartiger 10-in-1-Trend, der zu   100 % nicht neu gezeichnet   werden kann. Multi-Timeframe-Indikator, der für alle Symbole/Instrumente verwendet werden kann:   Forex ,   Rohstoffe ,   Kryptowährungen ,   Indizes ,   Aktien .  Der  Matrix Arrow Indicator MT5  wird den aktuellen Trend in seinen frühen Stadien bestimmen und Informationen und Daten von bis zu 10 Standardindikatoren sammeln, die sind: Durchschnittlicher Richtungsbewegungsindex (ADX) Rohstoff
IX Power MT5
Daniel Stein
5 (2)
IX Power   bringt die unschlagbare Präzision von FX Power endlich auch zu Nicht-Forex-Symbolen. Es bestimmt präzise die Intensität von kurz-, mittel- und langfristigen Trends in Ihren Lieblingsindizes, Aktien, Rohstoffen, ETFs und sogar Kryptowährungen. Sie können   alles analysieren, was   Ihr Terminal zu bieten hat. Probieren Sie es aus und erleben Sie, wie   sich Ihr Timing   beim Handel   deutlich verbessert . IX Power Hauptmerkmale 100% präzise, nicht nachpinselnde Berechnungsergebni
Strong Support mt5
Vasiliy Strukov
5 (9)
Unterstützungs- und Widerstandsniveaus sind seit langem ein mächtiges Werkzeug für die Marktanalyse. Der Strong Support Indikator baut Unterstützungsniveaus auf lokalen Preistiefs und Widerstandsniveaus auf lokalen Preishochs auf. Meine anderen Entwicklungen finden Sie hier Es wird empfohlen, in Verbindung mit einem Trendindikator wie Gold Stuff zu verwenden, um den Trend zu handeln und gleichzeitig Konsolidierungs- oder Umkehrzonen zu definieren sowie Stop-Loss und Take-Profit auf Unterstü
Smart Peak Bottom
Xiaoyu Huang
5 (2)
Dies ist ein klarer Indikator für die Beurteilung von Hochs und Tiefs und funktioniert gut für den oszillierenden Markt. Aktionspreis 49 $ → 59 $ Merkmale gut im Einschätzen von Ober- und Unterteilen Kein Neuzeichnen, kein Driften Schnelle Berechnung, keine Verzögerung Reichhaltiger Erinnerungsmodus Mehrere Parameter und Farben können angepasst werden Parameter "======== Haupt ========" HighLowPeriod1 = 9 HighLowPeriod2 = 60 HighLowPeriod3 = 34 HighLowEMAPeriod = 4 MASignalPeriode = 5 "==
Weitere Produkte dieses Autors
This all-in-one indicator displays real-time market structure (internal & swing BOS / CHoCH), order blocks, premium & discount zones, equal highs & lows, and much more...allowing traders to automatically mark up their charts with widely used price action methodologies. Following the release of our Fair Value Gap script, we received numerous requests from our community to release more features in the same category. "Smart Money Concepts" (SMC) is a fairly new yet widely used term amongst price a
Consolidation is when price is moving inside a clear trading range. When prices are consolidated it shows the market maker placing orders on both sides of the market. This is mainly due to manipulate the un informed money. This indicator automatically identifies consolidation zones and plots them on the chart. The method of determining consolidation zones is based on pivot points and ATR, ensuring precise identification. The indicator also sends alert notifications to users when a new consolida
The Bheurekso Pattern Indicator for MT5 helps traders automatically identify candlestick pattern that formed on the chart base on some japanese candle pattern and other indicator to improve accurate. This indicator scans all candles, recognizes and then displays any candle patterns formed on the chart. The candle displayed can be Bullish or Bearish Engulfing, Bullish or Bearish Harami, and so on. There are some free version now but almost that is repaint and lack off alert function. With this ve
OVERVIEW A Lorentzian Distance Classifier (LDC) is a Machine Learning classification algorithm capable of categorizing historical data from a multi-dimensional feature space. This indicator demonstrates how Lorentzian Classification can also be used to predict the direction of future price movements when used as the distance metric for a novel implementation of an Approximate Nearest Neighbors (ANN) algorithm. This indicator provide signal as buffer, so very easy for create EA from this in
This indicator provides the ability to recognize the SMC pattern, essentially a condensed version of the Wyckoff model. Once the pattern is confirmed by RTO, it represents a significant investment opportunity.    There are numerous indicators related to SMC beyond the market, but this is the first indicator to leverage patterns to identify specific actions of BigBoy to  navigate the market. Upgrade 2024-03-08: Add TP by RR feature. The SMC (Smart Money Concept)   pattern   is a market analysis m
The Breaker Blocks with Signals indicator aims to highlight a complete methodology based on breaker blocks. Breakout signals between the price and breaker blocks are highlighted and premium/discount swing levels are included to provide potential take profit/stop loss levels. This script also includes alerts for each signal highlighted.   SETTINGS   Breaker Blocks Length: Sensitivity of the detected swings used to construct breaker blocks. Higher values will return longer te
Overview The   Volume SuperTrend AI   is an advanced technical indicator used to predict trends in price movements by utilizing a combination of traditional SuperTrend calculation and AI techniques, particularly the k-nearest neighbors (KNN) algorithm. The Volume SuperTrend AI is designed to provide traders with insights into potential market trends, using both volume-weighted moving averages (VWMA) and the k-nearest neighbors (KNN) algorithm. By combining these approaches, the indicat
The Inversion Fair Value Gaps (IFVG) indicator is based on the inversion FVG concept by ICT and provides support and resistance zones based on mitigated Fair Value Gaps (FVGs). Image 1   USAGE Once mitigation of an FVG occurs, we detect the zone as an "Inverted FVG". This would now be looked upon for potential support or resistance. Mitigation occurs when the price closes above or below the FVG area in the opposite direction of its bias. (Image 2) Inverted Bullish FVGs Turn into P
The Breaker Blocks with Signals indicator aims to highlight a complete methodology based on breaker blocks. Breakout signals between the price and breaker blocks are highlighted and premium/discount swing levels are included to provide potential take profit/stop loss levels. This script also includes alerts for each signal highlighted.   SETTINGS   Breaker Blocks Length: Sensitivity of the detected swings used to construct breaker blocks. Higher values will return longer te
The ICT Silver Bullet indicator is inspired from the lectures of "The Inner Circle Trader" (ICT) and highlights the Silver Bullet (SB) window which is a specific 1-hour interval where a Fair Value Gap (FVG) pattern can be formed. A detail document about ICT Silver Bullet here . There are 3 different Silver Bullet windows (New York local time): The London Open Silver Bullet (3 AM — 4 AM ~ 03:00 — 04:00) The AM Session Silver Bullet (10 AM — 11 AM ~ 10:00 — 11:00) The PM Session Silver Bullet
This indicator presents an alternative approach to identify Market Structure. The logic used is derived from learning material created by   DaveTeaches (on X) When quantifying Market Structure, it is common to use fractal highs and lows to identify "significant" swing pivots. When price closes through these pivots, we may identify a Market Structure Shift (MSS) for reversals or a Break of Structure (BOS) for continuations. The main difference with this "protected" logic is in how we determine
The Buyside & Sellside Liquidity indicator aims to detect & highlight the first and arguably most important concept within the ICT trading methodology,   Liquidity   levels. SETTINGS Liquidity Levels Detection Length: Lookback period Margin: Sets margin/sensitivity for a liquidity level detection Liquidity Zones Buyside Liquidity Zones: Enables display of the buyside liquidity zones. Margin: Sets margin/sensitivity for the liquidity zone boundaries. Color: Color option
This all-in-one indicator displays real-time market structure (internal & swing BOS / CHoCH), order blocks, premium & discount zones, equal highs & lows, and much more...allowing traders to automatically mark up their charts with widely used price action methodologies. Following the release of our Fair Value Gap script, we received numerous requests from our community to release more features in the same category. //------------------------------------// Version 1.x has missing functions + PDAr
The   ICT Unicorn Model   indicator highlights the presence of "unicorn" patterns on the user's chart which is derived from the lectures of   "The Inner Circle Trader" (ICT) . Detected patterns are followed by targets with a distance controlled by the user.   USAGE (image 2) At its core, the ICT Unicorn Model relies on two popular concepts, Fair Value Gaps and Breaker Blocks. This combination highlights a future area of support/resistance. A   Bullish Unicorn Pattern   consists ou
This is a Forex Scalping Trading Sytem based on the Bollinger Bands.  Pairs:Major Time frame: 1M or higher. Spread max:0,0001.  Indicators (just suggestion) Bollinger bands (20, 2); ADX (14 period); RSI   (7 period ). Y ou should only trade this system between 2am to 5am EST, 8am to 12am EST and 7.30pm to 10pm EST. Do not scalp 30 minutes before a orange or red news  report and not for a hour afterwards.   Setup: is for price to move above the lower or lower Bollinger Bands, RSI raise above the
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This is addition of  Effective SV squeeze momentum  that add bolliger band and Keltner channel to chart window.  Squeeze momentum introduced by “John Carter”, the squeeze indicator for MT5 represents a volatility-based tool. Regardless, we can also consider the squeeze indicator as a momentum indicator, as many traders use it to identify the direction and strength of price moves. In fact, the Tradingview  squeeze indicator shows when a financial instrument is willing to change from a trending ma
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Sessions by LUX in MT5
Minh Truong Pham
5 (1)
This indicator shows when user set sessions are active and returns various tools + metrics using the closing price within active sessions as an input. Users have the option to change up to 4 session times. The indicator will increasingly lack accuracy when the chart timeframe is higher than 1 hour. Settings Sessions Enable Session: Allows to enable or disable all associated elements with a specific user set session. Session Time: Opening and closing times of the user set session
The ICT Concepts indicator regroups core concepts highlighted by trader and educator "The Inner Circle Trader" (ICT) into an all-in-one toolkit. Features include Market Structure (MSS & BOS), Order Blocks, Imbalances, Buyside/Sellside Liquidity, Displacements, ICT Killzones, and New Week/Day Opening Gaps. It’s one kind of Smart money concepts.   USAGE:   Please read this   document  !      DETAILS Market Structure Market structure labels are constructed from price breaking a prior extreme
All about Smart Money Concepts Strategy: Market struture: internal or swing BOS, CHoCH; Orderblock; Liquity equal; Fair Value Gap with Consequent encroachment, Balanced price range; Level with Previous month, week, day level or in day level (PMH, PWH, PDH, HOD); BuySell Stops Liquidity (BSL, SSL); Liquidity Void Long Wicks; Premium and Discount; Candle pattern ... "Smart Money Concepts" ( SMC ) is a fairly new yet widely used term amongst price action traders looking to more accurately navigate
The indicator returning pivot point based trendlines with highlighted breakouts . Trendline caculated by pivot point and other clue are ATR, Stdev. The indicator also includes integrated alerts for  trendlines  breakouts and foward message to Telegram channel or group if you want. Settings ·          Lookback bar: Default 200 is number of bar caculate when init indicator. ·          Length:  Pivot points  period ·          Slope Calculation Method: Determines how this lope is calculated. We supp
The indicator   returning pivot point based trendlines with highlighted breakouts . Trendline caculated by pivot point and other clue are ATR, Stdev.   The indicator also includes integrated alerts for  trendlines  breakouts   and foward message to Telegram channel or group if you want. Settings ·            Lookback bar: Default 200 is number of bar caculate when init indicator. ·            Length:  Pivot points  period ·            Slope Calculation Method: Determines how this lope is calcula
All about Smart Money Concepts Strategy: Market struture: internal or swing BOS, CHoCH; Orderblock; Liquity equal; Fair Value Gap with Consequent encroachment, Balanced price range; Level with Previous month, week, day level or in day level (PMH, PWH, PDH, HOD); BuySell Stops Liquidity (BSL, SSL); Liquidity Void Long Wicks; Premium and Discount; Candle pattern ... "Smart Money Concepts" ( SMC ) is a fairly new yet widely used term amongst price action traders looking to more accurately navigate
ICT Concepts
Minh Truong Pham
5 (2)
The ICT Concepts indicator regroups core concepts highlighted by trader and educator "The Inner Circle Trader" (ICT) into an all-in-one toolkit. Features include Market Structure (MSS & BOS), Order Blocks, Imbalances, Buyside/Sellside Liquidity, Displacements, ICT Killzones, and New Week/Day Opening Gaps. It’s one kind of Smart money concepts. USAGE: Please read this document  !    DETAILS Market Structure Market structure labels are constructed from price breaking a prior extreme point. T
The FollowLine indicator is a trend following indicator. The blue/red lines are activated when the price closes above the upper Bollinger band or below the lower one. Once the trigger of the trend direction is made, the FollowLine will be placed at High or Low (depending of the trend). An ATR filter can be selected to place the line at a more distance level than the normal mode settled at candles Highs/Lows. Some features: + Trend detech + Reversal signal + Alert teminar / mobile app
There are many linear regression indicators out there, most of them draw lines or channels, but this one actually draws a chart. The beauty of the indicator like Heiken Ashi is it removes a lot of market noise. 4 (OHLC) arrays are filled with Linear Regression(LR) values of each price for the LR period (default=14). The period of the Linear Regression is adjustable dependant on the market conditions. The SMA (default=14) also has period adjustment. Candles are generated with Green for 'Up' cand
The ICT Silver Bullet indicator is inspired from the lectures of "The Inner Circle Trader" (ICT) and highlights the Silver Bullet (SB) window which is a specific 1-hour interval where a Fair Value Gap (FVG) pattern can be formed. A detail document about ICT Silver Bullet   here . There are 3 different Silver Bullet windows (New York local time): The London Open Silver Bullet (3 AM — 4 AM ~ 03:00 — 04:00) The AM Session Silver Bullet (10 AM — 11 AM ~ 10:00 — 11:00) The PM Session Silver Bulle
A problem when indicator call webrequest is "The WebRequest() function is synchronous, which means its breaks the program execution and waits for the response from the requested server. Since the delays in receiving a response can be large, the function is not available for calls from indicators, because indicators run in a common thread shared by all indicators and charts on one symbol. Indicator performance delay on one of the charts of a symbol may stop updating of all charts of the same symb
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The liquidity swings indicator highlights swing areas with existent trading activity. The number of times price revisited a swing area is highlighted by a zone delimiting the swing areas. Additionally, the accumulated volume within swing areas is highlighted by labels on the chart. An option to filter out swing areas with volume/counts not reaching a user-set threshold is also included. This indicator by its very nature is not real-time and is meant for descriptive analysis alongside other c
An Implied Fair Value Gap (IFVG) is a three candles imbalance formation conceptualized by ICT that is based on detecting a larger candle body & then measuring the average between the two adjacent candle shadows. This indicator automatically detects this imbalance formation on your charts and can be extended by a user set number of bars. The IFVG average can also be extended until a new respective IFVG is detected, serving as a support/resistance line. Alerts for the detection of bull
OVERVIEW K-means is a clustering algorithm commonly used in machine learning to group data points into distinct clusters based on their similarities. While K-means is not typically used directly for identifying support and resistance levels in financial markets, it can serve as a tool in a broader analysis approach. Support and resistance levels are price levels in financial markets where the price tends to react or reverse. Support is a level where the price tends to stop falling
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Version 1.1 2023.06.22
fix bug on alert function