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Linear regression oscillator and signal

Linear Regression is a statistical method used to model the relationship between two or more variables. The primary goal of Linear Regression is to predict the value of one variable (called the dependent variable or outcome variable) based on the value of one or more other variables (called independent variables or explanatory variables)

Linear Regression can be applied to technical analysis, and it is indeed one of the tools used by traders and analysts to make predictions and identify trends in currency markets. Here are some ways Linear Regression can be applied in Forex analysis:

1. Trend Identification

  • Linear Regression can be used to identify the trend of a currency pair over a specific period. By fitting a linear regression line to the price data, traders can determine whether the currency pair is in an uptrend, downtrend, or moving sideways.

2. Price Prediction

  • Linear Regression models can help predict future price movements based on historical data. By analyzing past exchange rates and using them to forecast future rates, traders can make informed decisions about when to buy or sell currencies.

3. Support and Resistance Levels

  • The linear regression line can also act as a dynamic support or resistance level. Traders may use the regression line to identify potential entry and exit points. When the price is near the regression line, it may act as a support (if the trend is upward) or resistance (if the trend is downward).

4. Indicator Development

  • Linear Regression can be used to develop technical indicators. For example, the Linear Regression Channel consists of a regression line and two parallel lines above and below it, representing the standard deviation of the price. This can help traders identify overbought or oversold conditions.

5. Correlation Analysis

  • By using multiple linear regression, analysts can study the relationship between different currency pairs or between a currency pair and various economic indicators (e.g., interest rates, inflation rates). This can help in understanding how different factors influence currency prices.

6. Algorithmic Trading

  • Linear Regression is a common technique in algorithmic trading strategies. Automated trading systems can use linear regression models to make real-time trading decisions based on statistical analysis of market data.


    The Linear Regression Oscillator (LRO) is a custom indicator designed to provide insights into potential mean reversion and trend conditions. By calculating a linear regression on the closing prices over a user-defined period, this oscillator helps identify overbought and oversold levels and highlights trend changes. The indicator provide signal sell when LRO overbought before and turn down to cross level 0 and vice versel for buy signa.

    Key Features:

    ◆ Customizable Look-Back Period:
    Input: Length
    Default: 20
    Description: Determines the period over which the linear regression is calculated. A longer period smooths the oscillator but may lag, while a shorter period is more responsive but may be noisier.

    ◆ Overbought and Oversold Thresholds:
    Inputs: Upper Threshold and Lower Threshold
    Default: 1.5 and -1.5 respectively
    Description: Define the upper and lower bounds for identifying overbought and oversold conditions. Values outside these thresholds suggest potential reversals.

    ◆ Mean Reversion and Trend Signals:
    Visual markers and labels indicate when the oscillator suggests mean reversion or trend changes, aiding in identifying key market turning points.

    ◆ Invalidation Levels:
    Tracks the highest and lowest prices (as horizontal line) over a recent period to set levels where the current trend signal would be considered invalidated. 


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    Auto Order Block with break of structure based on ICT and Smart Money Concepts (SMC) Futures Break of Structure ( BoS )             Order block ( OB )            Higher time frame Order block / Point of Interest ( POI )    shown on current chart           Fair value Gap ( FVG ) / Imbalance   -  MTF      ( Multi Time Frame )    HH/LL/HL/LH  -  MTF      ( Multi Time Frame )  Choch  MTF      ( Multi Time Frame )  Volume Imbalance     ,  MTF          vIMB Gap’s Power of 3 Equal High
    Advanced Supply Demand MT5
    Bernhard Schweigert
    4.53 (15)
    Herhangi bir Acemi veya Uzman Tüccar için En İyi Çözüm! Bu gösterge benzersiz, yüksek kaliteli ve uygun fiyatlı bir ticaret aracıdır çünkü bir dizi tescilli özelliği ve yeni bir formülü bir araya getirdik. Bu güncelleme ile çift zaman dilimi dilimlerini gösterebileceksiniz. Yalnızca daha yüksek bir TF gösteremeyeceksiniz, aynı zamanda TF grafiğini ve ARTIK daha yüksek TF'yi de gösterebileceksiniz: YUVARLAK BÖLGELERİ GÖSTERMEK. Tüm Arz Talebi tüccarları buna bayılacak. :) Önemli Bilgiler Açıkland
    Blahtech Supply Demand MT5
    Blahtech Limited
    4.54 (13)
    Was: $299  Now: $99   Supply Demand uses previous price action to identify potential imbalances between buyers and sellers. The key is to identify the better odds zones, not just the untouched ones. Blahtech Supply Demand indicator delivers functionality previously unavailable on any trading platform. This 4-in-1 indicator not only highlights the higher probability zones using a multi-criteria strength engine, but also combines it with multi-timeframe trend analysis, previously confirmed swings
    Bill Williams Advanced
    Siarhei Vashchylka
    5 (7)
    Bill Williams Advanced is designed for automatic chart analysis using Bill Williams' "Profitunity" system. The indicator analyzes four timeframes at once. Manual (Be sure to read before purchasing) Advantages 1. Automatically analyzes the chart using the "Profitunity" system of Bill Williams. The found signals are placed in a table in the corner of the screen. 2. Equipped with a trend filter based on the Alligator indicator. Most of the system signals are recommended to be used only accordi
    Dark Absolute Trend   is an Indicator for intraday trading. This Indicator is based on   Trend Following  strategy but use also candlestick patterns and Volatility. We can enter in good price with this Indicator, in order to follow the main trend on the current instrument. It is advised to use low spread ECN brokers. This Indicator does   Not repaint   and   N ot lag . Recommended timeframes are M5, M15 and H1. Recommended working pairs: All. I nstallation and  Update Guide   -  Troubleshooting
    Bu gösterge paneli, seçilen semboller için mevcut en son   harmonik kalıpları   gösterir, böylece zamandan tasarruf edersiniz ve daha verimli olursunuz /   MT4 sürümü . Ücretsiz Gösterge:   Basic Harmonic Pattern Gösterge sütunları Symbol :   seçilen semboller görünecektir Trend:   yükseliş veya düşüş Pattern :   desen türü (gartley, kelebek, yarasa, yengeç, köpekbalığı, cypher veya ABCD) Entry :   giriş fiyatı SL:   zararı durdur fiyatı TP1:   1. kar alma fiyatı TP2:   2. kar alma fiyatı
    Tanıtım       Quantum Breakout PRO   , Breakout Bölgeleri ile ticaret yapma şeklinizi değiştiren çığır açan MQL5 Göstergesi! 13 yılı aşkın ticaret tecrübesine sahip deneyimli tüccarlardan oluşan bir ekip tarafından geliştirilmiştir.       Kuantum Breakout PRO       yenilikçi ve dinamik koparma bölgesi stratejisiyle ticaret yolculuğunuzu yeni zirvelere taşımak için tasarlanmıştır. Kuantum Breakout Göstergesi, size 5 kar hedefi bölgesi ile kırılma bölgelerinde sinyal okları ve kırılma kutusuna
    The Volumebyprice.com  technical indicator for MetaTrader 5 features Volume Profile and Market Profile TPO (Time Price Opportunity). Volume and TPO histogram bar and line charts. Volume Footprint charts. TPO letter and block marker collapsed and split structure charts. Session filtering and grouping. Static, dynamic and flexible range segmentation and compositing methods with relative and absolute visualizations. Graphical layering, positioning and styling options to suit the user's analytic an
    AW Trend Predictor MT5
    AW Trading Software Limited
    4.78 (58)
    Tek bir sistemde trend ve kırılma seviyelerinin kombinasyonu. Gelişmiş bir gösterge algoritması piyasa gürültüsünü filtreler, trendi, giriş noktalarını ve olası çıkış seviyelerini belirler. Gösterge sinyalleri, sinyal geçmişinin etkinliğini gösteren en uygun enstrümanların seçilmesine izin veren bir istatistiksel modüle kaydedilir. Gösterge Kâr Al ve Zararı Durdur işaretlerini hesaplar. Kılavuz ve talimatlar ->   BURAYA   / MT4 versiyonu ->   BURAYA Gösterge ile nasıl ticaret yapılır: Trend Pre
    Gartley Hunter Multi
    Siarhei Vashchylka
    5 (7)
    Gartley Hunter Multi - An indicator for searching for harmonic patterns simultaneously on dozens of trading instruments and on all possible timeframes. Manual (Be sure to read before purchasing) | Version for MT4 Advantages 1. Patterns: Gartley, Butterfly, Shark, Crab. Bat, Alternate Bat, Deep Crab, Cypher 2. Simultaneous search for patterns on dozens of trading instruments and on all possible timeframes 3. Search for patterns of all possible sizes. From the smallest to the largest 4. A
    Legacy of Gann for MT5
    Pavel Zamoshnikov
    5 (6)
    The indicator very accurately determines the levels of the possible end of the trend and profit fixing. The method of determining levels is based on the ideas of W.D.Gann, using an algorithm developed by his follower Kirill Borovsky. Extremely high reliability of reaching levels (according to K. Borovsky  - 80-90%) Indispensable for any trading strategy – every trader needs to determine the exit point from the market! Precisely determines targets on any timeframes and any instruments (forex, met
    Currently Price  20% OFF  ( for unlimited use ) Indicator   USER MANUAL , trade setups, solving issues, etc :  Direct Download Here     (  for users only  ) Hello World! Introducing.. SMCpro tool and Indicator for  MetaTrader 5 , a cutting-edge feature designed to revolutionize your trading experience. With innovative ICT Smart Money Concept, you gain unparalleled insight into market dynamics, empowering you to make informed trading decisions like never before. SMC Indicator built on th
    Yazarın diğer ürünleri
    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
    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 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
    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
    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
    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
    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
    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
    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: Dete
    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
    FREE
    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
    Detect divergence (classic, hidden) price and all oscillator indicator include: RSI, CCI, MACD, OSMA, Stochastic, Momentum, Awesome Oscillator (AO), Accelerator Oscillator (AC), Williams Percent Range (WPR), Relative Vigor Index (RVI), Rate of Change (ROC). Confirm reversal with dochian channel for to improve signal quality. Divergence is when the price of an asset is moving in the opposite direction of a technical   indicator , such as an oscillator, or is moving contrary to other data. Diverge
    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
    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 calcula
    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
    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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    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
    Here’s the problem: the default zigzag indicator given in MT5 trading platform does not really capture the most of the highs and lows on chart do draw zigzags. On chart below, notice that some of ther high, low of price have been missed to draw zigzags by this default zigzag indicator (picture 1). It is not so apparent until you compare default zigzag indicator to this SwingZZ indicator. Have a look on picture 2 and 3. The swing zigzag indicator is best because it captures most of the swing high
    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
    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
    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
    Introducing the Reversal and Breakout Signals   This innovative tool is crafted to enhance your chart analysis by identifying potential reversal and breakout opportunities directly on your charts. It's designed with both novice and experienced traders in mind, providing intuitive visual cues for better decision-making. Let's dive into the key features and how it operates: ###   Key Features:   Dynamic Period Settings:   Customize the sensitivity of the indicator with use
    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
    Introduction "Smart money" is money invested by knowledgeable individuals at the right time, and this investment can yield the highest returns. The concept we focus on in this indicator is whether the market is in an uptrend or downtrend. The market briefly takes a weak and reversal trend with "Minor BoS" without being able to break the major pivot. In the next step, it returns to its main trend with a strong bullish move and continues its trend with a "Major BoS". The "order bloc
    Introduction The Price Action, styled as the "Smart Money Concept" or "SMC," was introduced by Mr. David J. Crouch in 2000 and is one of the most modern technical styles in the financial world. In financial markets, Smart Money refers to capital controlled by major market players (central banks, funds, etc.), and these traders can accurately predict market trends and achieve the highest profits. In the "Smart Money" style, various types of "order blocks" can be traded. This indicator
    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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    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
    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 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
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