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Kalman Filter

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Published: 30 November 2023

Current version: 1.0

Kalman Filter

verview: Our custom Kalman Filter indicator is a sophisticated, adaptive tool designed for MetaTrader 5 (MT5), offering traders a dynamic approach to analyzing financial markets. This indicator is based on the Kalman Filter algorithm, a powerful statistical method used for linear dynamic systems estimation. It's tailored for traders who need an advanced, responsive tool to track market trends and make informed decisions.

Key Features:

Dynamic Trend Analysis: The Kalman Filter continuously adjusts its calculations based on incoming price data, providing a more responsive and accurate trend line than traditional moving averages.
Noise Reduction: Excellently filters out market noise, offering a clearer picture of the true market trend and helping to identify trading opportunities with higher precision.
Real-time Market Adaptation: Adapts in real-time to changes in market volatility and price movements, making it highly effective in both stable and volatile market conditions.
Multi-Timeframe Compatibility: Works seamlessly across various timeframes, providing valuable insights for both short-term and long-term trading strategies.
User-Friendly Interface: Integrated into the MQL5 environment with an intuitive interface, making it accessible for both beginner and experienced traders.

Applications in Trading:

Trend Identification: Ideal for identifying the start and end of trends in a more timely manner compared to traditional indicators.
Filtering Trades: Helps in filtering out potential false signals by providing a more accurate representation of the market trend.
Risk Management: Assists in better risk management by providing clearer trend signals, enabling traders to adjust their positions accordingly.

This is an unidimensional Kalman Filter measuring a single value (Close price);

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Shows the agression balance (buy agression deals - sell agression deals) in a histogram. The agression is calculated on every tick of a given candle and is the sum of volume of all the market buys minus all of the market sell trades. If the ticker does not have real volume, tick volume is used insted; Very useful to determine if a given candle is dominated by bulls or bears It is necessary for the data provider to have a list of trades (times & sales) as well as the agressor (buy/sell) d

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A Simple clock that on the left side "Time" shows r espectively the TimeCurrent, followed beneath by the TimeLocal. On the right hand side we have the remaining minutes and seconds of the current candle. TimeLocal is synced every 500 miliseconds however, the TimeCurrent and the time left on the candle are synced every tick, so this can lead to inconsistencies on the readings so keep that in mind. This indicator have no plots or buffers so it cannot be used in any time based EA.

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FAST AVERAGE SETTINGS FastPeriod : The number of bars used to calculate the fast moving average. FastShift : The shift for the fast moving average. FastAverageMode : The method used to calculate the fast moving average (e.g., simple, exponential). FastAppliedPrice : The price type (close, open, high, low) used for the fast moving average calculation. SLOW AVERAGE SETTINGS SlowPeriod : The number of bars used to calculate the slow moving average. SlowShift : The shift for the slow moving average.

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This is a classic range breakout system that wotks in any markets. Is great for Forex and future indices that has an accumulation in the beginning of the trade session. BIRDBOX BoxStartHour (int) : Defines the start hour for the trading box period, set at 9:00 AM server time. This marks the beginning of the period during which the strategy starts monitoring the market for trading signals. BoxEndHour (int): Sets the end hour for the trading box period, which is 10:00 AM server time. This time sig

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