Vidya pearson flow robot mql4

At the core of the VidyaPearsonFlow Robot lies the synthesis of two key principles: adaptive filtration of market noise and statistical analysis of correlations between major Forex pairs such as EURUSD, GBPUSD, and XAUUSD. This is not merely an algorithm—it is a system that embodies the harmony of mathematical rigor and the flexibility required to operate in the ever-changing market environment.

The Essence of the Method:
  • Adaptive Filtration: The system dynamically adjusts to changing market volatility. This allows it to remain relevant both during periods of high activity and during market calm.
  • Statistical Analysis of Correlations: A method is employed that measures both linear and non-linear dependencies. This enables the identification of hidden patterns and their use in confirming signals.
Key Features of Backtests:
  • Stability Over Long Periods: Testing on historical data demonstrates the system's resilience.
  • Balance Between Risk and Reward: The profit factor indicates a predominance of profitable trades over losing ones, while the maximum drawdown remains at low levels, reflecting balanced risk management.
  • Adaptability to Various Conditions: The system effectively applies its core principles across timeframes such as M30, H1, and H4, as confirmed by testing results.
  • Expected Payoff Metric: This indicates stability and predictability in results.
  • Sharpe Ratio: Confirms the system's efficiency in terms of the risk-to-reward ratio.
  • Z-Score: Indicates high statistical significance of results and a low probability of randomness.
This is not just a set of algorithms. It is a tool that adapts to market conditions and strives for a balance between aggressiveness and caution. Without promising miracles, it offers a measured approach grounded in data, mathematics, and statistics.
This method is not merely an attempt to "beat the market." It is an endeavor to understand it, uncover its patterns, and utilize them with minimal risk.


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I speak in Hungarian. Magyarul beszélek benne. (Első felvétel. https://youtu.be/MapbQrJ0uPU Első felvétel. https://youtu.be/i2id5O1KPrI Második felvétel. https://youtu.be/Zp2i7QN-IMc Első felvétel. https://youtu.be/h7UbTWiM-Lw Második felvétel. https://youtu.be/y54q4Rasf2A Harmadik felvétel. https://youtu.be/13zYjsoe6ZQ Negyedik felvétel. https://youtu.be/NGiB1AnxxfU ) Nice Day Signalos! Positive building Muving Average Turn. Positive construction for Moving Average Round. If the Muving Average 
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Stanislav Tomilov
4.67 (15)
Aura Neuron は、Aura シリーズのトレーディング システムを引き継ぐ独特のエキスパート アドバイザーです。高度なニューラル ネットワークと最先端のクラシック トレーディング戦略を活用することで、Aura Neuron は優れた潜在的パフォーマンスを備えた革新的なアプローチを提供します。完全に自動化されたこのエキスパート アドバイザーは XAUUSD (GOLD) などの通貨ペアを取引するように設計されています。1999 年から 2023 年まで、これらのペアで一貫した安定性が実証されています。このシステムは、マーチンゲール、グリッド、スキャルピングなどの危険な資金管理手法を回避しているため、あらゆるブローカーの条件に適しています。Aura Neuron は、多層パーセプトロン (MLP) ニューラル ネットワークを搭載しており、これを利用して市場のトレンドと動きを予測します。MLP はフィードフォワード人工ニューラル ネットワーク (ANN) の一種で、特に単一の隠し層で構成されている場合は「バニラ」ニューラル ネットワークと呼ばれることがよくあります。MLP には、入力
SCIPIO AIは、金融市場で20年以上の経験を積んだ私が開発した自動取引BOTです。エントリー、管理、ストップロスなど、取引活動のすべてを100%自動化するため、トレーダーは毎日何もする必要がありません。 このEAは一度に1つの取引のみを開き、ストップロスを即座に非常に近い値に設定します。グリッドやマーチンゲール法は使用せず、1取引ずつ行うため、大きなドローダウンを回避できます。 過去数日間の動向に基づいて、人工知能(AI)が取引(ロング+ショート)を開始する最適なタイミングを特定します。 取引方法 + EAをチャートに配置し、自動取引を有効にするだけで、他に何もする必要はありません。 + このEAはGBPUSD専用に作成されており、他の資産には対応していません。 + どの時間枠でも操作は同じなので、最終結果は変わりません。 + 中期的には、毎日辛抱強く続ければ結果が得られます。 + このEAは常に同じロットサイズを使用するため、使用するロットを慎重に選択してください。 + ロットは設定インターフェースから設定でき、いつでも変更できます。 + SCIPIO EAをアクティブ
BEWARE of SCAM! SCIPIO GOLD BOT is only distributed by MQL5.com. Please note: this is not a commercial BOT, but a professional one. Distribution is limited to 100 copies in total, and the price may increase without notice. Thisi is MT4 versione, Mt5 version is here:  https://www.mql5.com/it/market/product/148820 The differences that make SCIPIO EA unique are: + no variable settings or settings that the TRADER must enter + only opens one trade at a time + always uses close and fixed STOP LOSSES
Goldbot One MT4
Profalgo Limited
5 (5)
ローンチプロモーション: 現在の価格で残りわずかです! 最終価格: 990ドル 新着: Goldbot One を購入すると、EA を 1 つ無料で選択できます!! (取引アカウント 2 つ分) 公開グループに参加する: ここをクリック   究極のコンボディール   ->   こちらをクリック LIVE SIGNAL 金市場向けに設計された非常に洗練された取引ロボット、   Goldbot One を ご紹介します。   Goldbot One はブレイクアウト取引に重点を置いており、サポート レベルとレジスタンス レベルの両方を活用して、最適な取引機会を特定します。 このエキスパート アドバイザーは、変動の激しい貴金属市場で効率性、信頼性、戦略的優位性を求めるトレーダー向けに作成されています。   注目すべき事実:   サンプル外データにおける EA のパフォーマンスは、最適化に使用されるサンプル内データと完全に一致しています。   サンプル期間は 2016 年から 2023 年です。 戦略の確認に使用されたサンプル外データは 2004 年から 2016 年および 2024 年
Quantum Nexus は、定量分析、多段階検証、トレンドフォローアルゴリズム、ポジション追跡機構、統計モニタリングを、統合された自動売買システム内で組み合わせた革新的なエキスパートアドバイザーです。 この製品を実現するために、数十年にわたる開発経験と1年間の準備を費やしてQuant v5を構築しました。Quant v5は、戦略の統計的優位性を数学的に証明するための継続的なローリングOOSテストを備えた、ヘッジファンド水準の定量分析ツールです。 価格ポリシー 最初のお客様を対象とした30%の期間限定割引は、2026年7月31日から9月16日まで利用できます。 価格は10件の購入ごとに100 USD引き上げられます。価格の引き上げは恒久的です。 最終価格:30 000 USD。 実績 実運用では、高リスクおよびULTRAモードで、Quantum Nexusは現在250%を超える利益を示しています。 追加の実運用口座では、中程度のリスクおよびMEDIUMモードで、現在の結果は30%を超えています。 ヒストリカルテストでは、エキスパートアドバイザーは2021年以降に100億USDを超え
Scalping Index Pro is a   professional trading system   designed specifically for fast and precise scalping on   US30 and DE40 using the M1 timeframe . The system has been developed specifically for the unique behavior of major stock indices, focusing on short term price movements, rapid momentum changes, market volatility, and selective grid based trade management techniques to identify high probability   trading opportunities . Scalping Index Pro is optimized for traders who prefer dynamic tra
Exotic Bot   is a multi -cream multifunctional adviser working on any time frame and in any market conditions. The robot’s work is taken as a system of averaging with the non -geometric progression of the construction of a trading grid. Built -in protection systems: special filters, spreading, internal restriction of trading time. Building a trading grid, taking into account important internal levels. The ability to configure trading aggressiveness. Work postponed orders with trailing orders. T
Exorcist Bot   is a multi-currency, multi-functional advisor that works on any time frame and in any market conditions. - The robot’s operation is based on an averaging system with a non-geometric progression of constructing a trading grid. - Built-in protection systems: special filters, spread control, internal trading time limitation. - Construction of a trading network taking into account important internal levels. - Ability to customize the aggressiveness of trading. - Working with pending
RiskShield Dragon   — Automated Multi-Currency Advisor Combining intelligent algorithms, robust protection mechanisms, and flexible configuration, **RiskShield Dragon** delivers consistent profits with minimal risk. --- ## Key Advantages * **Multi-Currency & Multi-Threaded**: Supports over 20 currency pairs (EURUSD, GBPUSD, USDJPY, AUDUSD, NZDJPY, and more) simultaneously on any timeframe. * **Minimum Deposit from 10,000**: Optimized for trading with a starting balance of 10,000 account uni
The GBPUSD Robot Pro is an advanced automated trading system developed specifically for the unique dynamics of the   GBP/USD currency   pair. Using advanced technical analysis, the robot continuously analyzes historical and real-time market data to   identify trends,   key support and resistance levels, price momentum, volatility, and other important market conditions specific to GBP/USD. The Robot opens positions every day, from Monday to Friday, and all positions are secured with Take Profit,
Dynamic Pips MT4
Thi Thu Ha Hoang
5 (1)
️ すでに   Boring Pips EA   をお持ちですか? 追加で   30% 割引   の対象となります! 詳しくはお問い合わせください: リベート(返金)の受け取り方法 トランプ氏の2期目 によって、グローバル市場を揺るがす大規模な関税の復活から始まる、攻撃的な貿易政策の波が再燃しています。 中東の緊張 が高まり、最近では イスラエルとイラン の間での対立が注目され、原油価格の上昇要因となっている可能性があります。 ロシアとウクライナの戦争 は解決の兆しがなく続いており、地政学的な不安定さを助長しています。 経済的ナショナリズム が広がる一方で、国際的な協調関係は崩壊しつつあります。 サプライチェーン は依然として脆弱で、主要経済圏では インフレ圧力 が高まっています。 金融市場 はこれまで以上に脆弱で予測不可能になっています。あなたのトレーディング戦略は、この新しい現実に備えていますか? このような不安定な時代を乗り切るために、トレーダーには従来型の戦略だけでは不十分です。 市場の大きな動きに依存せず、 複数の機会から安定的に利益を得られるシステ
AurexBot – Gold Reversal Expert Advisor AurexBot is an intelligent Expert Advisor designed exclusively for XAUUSD (Gold) , built to capture fast price reversals with precision and disciplined risk management. Instead of chasing trends, AurexBot focuses on high-probability turning points where volatility creates the best trading opportunities. Why traders choose AurexBot No dangerous averaging,  No grid,  No martingale , Real Stop Loss and Take Profit logic Fast Reversal Detection – Identifies s
I will support only my client. สำหรับลูกค้า Parameters General Trade Settings Money Management  Lot : Fixed (can change) Strategies  - M30 Strategies you can using both it is fixed with MA, Bollinger band, Candlestick Levels Close Functions  - M30 Strategies MagicNumber  - individual magic number. The EA will only manage position of the chart symbol with this magic number. NextOpenTradeAfterMinutes  - 8 minutes is default, can change it MaxSpread  - upto currency pairs, MaxSlippage  - upto cur
SFire Gold EA
Jacques Scholtz Fourie
This EA is a grid-based trading system. It incorporates several advanced features to manage trades dynamically and adapt to market conditions. Here's a summary of its functionality: I am happy to provide my settings file. Recomendation would be to run on a 20 000 cent account. Key Features: 1. Grid Trading Strategy:    - The EA uses a grid-based approach to open buy and sell trades at predefined price intervals.    - It dynamically adjusts the grid levels based on market conditions and risk se
Vizzion is a fully automated scalping Expert Advisor that can be run successfully using GBPJPY currency pair at H1 timeframe. Very Important This Expert Advisor can not run with any EAs in the same account. As part of the money management plan, it calculates and monitors the Margin Level % and assumes that all open trades are created by it. If you want an Expert Advisor that trades in a daily basis, this EA is not for you because using this requires a patience to wait for a few days or weeks on
Signal (GOLD/XAUSD) - 16 months active and over 6,800 trades on a Standard account (1:400 leverage):   https://www.mql5.com/pt/signals/2278431 Product for MetaTrader 4:   https://www.mql5.com/pt/market/product/159627 Product for MetaTrader 5:   https://www.mql5.com/pt/market/product/160313 The Apache MHL Moving Average Expert Advisor, or simply "Apache MHL," is a robot that operates on the GOLD/XAUSD asset using strategies based on moving averages and risk management with Martingale. The use
Stp
Vladislav Filippov
For the expert to work correctly, do not forget to upload the files to the directory of the agreement (... AppData \ Roaming \ MetaQuotes \ Terminal \ Common \ Files) STP is an automated trading adviser based on neurotechnology, working on an hourly timeframe. The Expert Advisor is configured for trading according to the safe trading strategy from levels, involving the opening of short-term deals and closing them when positive profitability dynamics of several points are achieved, which allows
Fortune
Andriy Sydoruk
3 (2)
Advisor (Fortune): Your Reliable Tool for High-Frequency Forex Trading The Fortune advisor is designed to be used on any timeframe, any currency pair, and on any broker's server. Its unique trading system makes it a versatile tool for traders. For optimal performance, it is recommended to trade liquid forex pairs, maintain a low spread, and use a VPS. You can start with a $100 deposit and a lot size of 0.01. Key Features and Benefits High-Frequency Trading : Utilizes two trading options: with v
作者のその他のプロダクト
Golden section price action indicator - is a trend-scalping complete system with enter and exit points. Indicator is based on most powerfull price action japan patterns that are filtered by volume, volatility, market phase. Pattern is not a simple combinations of candles. Patterns must have "weight" to move market in right direction. "Weight" - is the summary of pattern's volume, the size of pattern candles according to last average volatility and ofcourse pattern must appear in correct market p
SupportResistancePeaks Indicator indicator - is the combination of dynamic support/resitance and price action pattern. As a rule support/resistance indicators uses already calculated, history levels. The most disadvantage of this method - new(incomming) levels always are not the same as were on history, in other words accuracy is not so high as expected. My indicator is looking for dynamic/live levels that are forming right now after trend lost it's power and choppy market starts. As a rule exac
Trend deviation scalper - is the manual system to scalp choppy market places. Indicator defines bull/bear trend and it's force. Inside exact trend system also defines "weak" places, when trend is ready to reverse. So as a rule, system plots a sell arrow when bull trend becomes weak and possibly reverses to bear trend. For buy arrow is opposite : arrow is plotted on bear weak trend. Such arrangement allows you to get a favorable price and stand up market noise. Loss arrows are closing by common p
Trend driver bars is the manual trading system, which defines current trend continue or it's pull-back/reverse. "Driver" bars - are price action patterns that has powerfull affect on market, defining it's near future direction. Generally, driver bars represents trend "skeleton" and often anticipates new market impulse. System plots arrows when market shows 3 pattenrs in a row(most powerfull combo-pattern), and makes fast scalping of incomming movement. Loss positions closes by common profit. Lot
Wave Impulse OmegaScalper - is the manual system for scalping. In many cases Indicator "eats" almost all possible trend wave. System defines up price wave and down price wave. Inside the exact wave - system defines true trend movement and choppy market. Indicator plots signals while market is trending, powerfull and has quiet good volatility. This is complete system with enter and exit points. Main Indicator's Features Signals are not repaint,non-late or disappear(exept cases when system recalcu
Reverse side scalper is the manual trading system, that works on choppy(anti-trend) market. As a rule markets are on 80% choppy and only 20% is trend phase. System is based on custom step Moving and RSI and reverse pattern. System defines up movement, down movement, trend / choppy phases. Indicator plots Buy signal arrow when current direction is down and phase is trend, Sell signal arrow is plotted when currently is up movement and phase is trend. As a rule it allows to "catch" local maximum/mi
Binary step clouds - is the complete trading system with enter and exit points. System is based on double smoothed exponential step moving and volume weighted simple step moving.Generally each movings define trend direction and places when trend is in active phase. Signals plots when both movings approache to active trend phase and market speed is high.  Main Indicator's Features Signals are not repaint,non-late or disappear(exept cases when system recalculates all history datas,refreshing main
Acceleration Force Meter Indicator - is a trend system that join market in trend phase and after trend pull-back. AFM indicator - is the system that watchs market phases from flat to extreme volatility and prefers to enter in market when it's active, more volatility, ignoring most flat places. This is 100% complete trading system including enter and exit points. It works well with profitable trades - maximizing take profit targets(analysis of recent market volatility, its pips range to adapt cur
ImbaTrend Runner - is the trend following manual system for forex/crypto market. It defines medium-term trends and works with it in intraday mode. System shows enter points, profit and loss targets. As a rule profit targets are 2-3 X bigger than loss targets. Indicator is AutoAdaptive and it automatically updates it's settings during trading. Indicator is sensitive to market changes, regular updates helps to stay in relevant trend. Main Indicator's Features Signals are not repaint, late or disap
Early WPR divergence - is the manual system to define trend reverse. Green histogram shows main trend, Orange one - shows "short"/local trend. System is looking for clear divergence between both trends and pick up position(plot buy/sell arrows). When main trend is up, but local trend reverses to bearish trend and get's big power - sell arrow is plotted;    When main trend is down, but local trend reverses to bullish trend and get's big power - buy arrow is plotted;  Main inputs are : mediumTrend
Bull bear pressure indicator - is the manual system which defines bull/bear market. When lines is above zero level - market is strong bullish, and when lines below zero level - market is bearish. First line represents global trend and second one are smoothed and shows local market's mood. Main inputs are : MainPeriod- main indicator's period for global trend calculation; SignalPeriod - period for   smoothed and shows local market's trend; Main Indicator's Features Signals are not repaint,non-la
ROC acceleration-deceleration is the manual system for medium-term scalping. Indicator based on custom ROC system which defines bullish/bearish market and especially  acceleration-deceleration of tendention in the market's main direction. Buy arrow is plotted during bearish market when current trend decelerates and sell  arrow is plotted during bullish market when current trend decelerates. Main Indicator's Features Signals are not repaint,non-late or disappear(exept cases when system recalculat
Trend reversal index - is the manual trading system that works with overbought , oversold levels and reversal patterns. Sell arrow is plotted when indicator is higher than overbought level and here forms reversal pattern, all pattern points  located higher than overbought level. Opposite with buy arrow : ndicator is lower than oversold level and here forms reversal pattern, all pattern points located lower than overbought level.  Main Indicator's Features Signals are not repaint, late or disapp
Demarker pullback system - is the manual trading system for choppy markets. It show 2 colored histogram.  When histogram is blue - market is quite bullish, when histogram ir orange - market is more bearish. Up arrow is plotted when histogram is in oversold zone but blue color. Down arrow is plotted when histogram is in overbought zone but orange color. These patterns shows false breakout and possible soon reverse(price is overbought but shows bearish signs and price is oversold but shows bullis
TPM Cross (trend power moving cross) - is a trend following strategy based on custom signal points. Indicator consists from main custom moving chart line and trend power line. Indicator defines up and down movements by it's trend power and custom moving direction. When current market's trend looses it's power and opposite trend starts - power trend line  crosses moving and indicator plots an arrow.  Main indicator's adjustable inputs : movingPeriod - period of moving line  trendPeriod  - period
Impulse fractals indicator - is counter-trend oriented complex market fractal pattern.  Market creates bull/bear impulse, trend starts, fractals on impulsed wave are an agressive pullback signals. Buy arrow is plotted when market is bearish and it's impulse showed up-side fractal, and sell arrow is plotted when market is bullish and it's impulse showed dn-side fractal. Main indicator's adjustable inputs : impulsePeriod - main period of impulse histogram  filterPeriod  - smoothes impulse accordi
Floating peaks oscillator - it the manual trading system. It's based on Stochastik/RSI type of oscillator with dynamic/floating  overbought and oversold levels. When main line is green - market is under bullish pressure, when main line is red - market is under bearish pressure. Buy arrow appears at the floating bottom and sell arrow appears at floating top. Indicator allows to reverse signal types. Main indicator's adjustable inputs : mainTrendPeriod; signalTrendPeriod; smoothedTrendPeriod; tre
Trend speed vector - is the oscillator for manual trading. System measures trend direction and it's speed. Histogram shows 4 colors: Lime --> Strong up movement with good gain speed; Green --> Up movement with low gain speed Red --> Strong down movement with good gain speed; Orange --> Down movement with low gain speed Green and Orange histograms show weak market's movements and thуese places excluded from signal points. Buy arrow is plotted during strong down movement when bearish gain speed i
Floating gain meter is the manual trading system that works with local trends and it's scalping. Histogram represents  bull/bear floating trend gain. Green color histogram shows choppy market with bullish pressure, Orange - shows choppy market with bearish pressure. Lime and Red colors shows "boiled" places in market. As a rule buy arrow is placed after strong Down movement when it's power becomes weak and choppy market starts. And sell arrow is plotted after strong Up movement when it's power
Pullback points indicator - is the manual trading system, that shows most popular market prices. Indicator measures bull/bear waves pressure and looks for "consensus" prices. As a rule these points are crossed up and down very often and opened trade has several chances to be closed in positive zone. Mainly, such points is the good base for "common profit" types of strategies. Indicator also represents   "common profit"  scalping method of trading as default one.  Main Indicator's Features Signa
Noize Absorption Index - is the manual trading system that measures the difference of pressure between bears forces and bulls forces. Green line - is a noize free index that showing curent situation. Zero value of index shows totally choppy/flat market.Values above zero level shows how powerfull bullish wave is and values below zero measures bearish forces.Up arrow appears on bearish market when it's ready to reverse, dn arrow appears on weak bullish market, as a result of reverse expectation. S
Looking for EA to automate your trading strategy on the Forex market? TrendRocWaves Robot — your faithful companion in the world of trading! This 100% automated EA offers unique features: - works exclusively on high timeframes (H1 and H4) for confirmed response to market changes. - uses the most popular and liquid currency pairs such as EURUSD,GBPUSD with minimal spreads and fast transaction execution. - applies a scalping method based on a medium-term trend to achieve local goals and reduce r
Introducing to your attention an innovative expert advisor created specifically for the most juicy and volatility    currency     basket: GBPUSD and XAUUSD. This EA is designed using the main features of this market's movement, making it an ideal choice for dynamic trading on high-trending and medium-volatile pairs. The advisor is focused on minimizing trading risks, aiming to reduce losses to a minimum. Main features: EA is designed to open and close orders at the begginning of trading session
Introducing to your attention unique trading advisor, Squeeze roc xau points, exclusively designed for trading on the XAU/USD pair. We analyzed predominantly all objectively important timeframes and identified unique characteristics of gold movements relative to the dollar to create this product. These insights can be extremely useful in predicting market reversal points on timeframes from M30 to H8 for the XAU/USD pair. You can choose your favorite timeframe to receive signals or use multiple
Introducing to your attention a unique trading advisor "Detrended scalper jpy points robot", designed for trading with major JPY crosses. The idea is based on a modified indicator, detrended price oscillator, whose task is to eliminate the influence of the trend on price movements. This greatly simplifies the process of determining overbought/oversold cycles. The focus is on analyzing short cycles: long market cycles consist of several short ones. By analyzing the short components, we can more
Hybrid Trend Impulse robot – is an advanced EA that combines modern approaches to trend and impulse analysis, offering unique capabilities for effective deposit management. Key advantages of the HybridTrendImpulse_robot: Nonlinear dynamics: The method of interaction between opening prices forms a unique nonlinear model that is particularly sensitive to significant price fluctuations, increasing their significance and making the indicator ideal for working in high volatility conditions. Enhanced
r-Trend Sync Robot is an expert advisor for extra volatility markets like XAUUSD with dynamic lot size. Main EA features : The advisor's algorithm is based on the analysis of an extensive array of historical data (from 1995 for EURUSD & EURJPY and from 2004 for XAUUSD), which ensured the identification of general patterns in the behavior of these pairs across a wide range of timeframes. The analysis of historical data helped the advisor learn to recognize market triggers for medium-term trends a
Adaptive Trend Metrix Adaptive Trend Metrix is an fxtool for assessing the current state of the market that adapts to changes in volatility, helping to determine the direction and strength of the trend by taking into account price dynamics. One aspect of this strategy is its ability to change and use different parameters based on price behavior. For example, it takes into account the current market volatility to adjust sensitivity to price fluctuations and identify entry and exit points. Adaptiv
The fully automated trading advisor, CovEchoTrend Robot, focuses on reliability and flexibility. By employing statistical analysis methods to study the relationships between the base indicator and market patterns, the system enables a deeper understanding of market processes. Intelligent pattern analysis: The application of statistical data processing helps identify key trend reversal points more accurately, signaling significant market shifts. Informed decision-making is based on the intersecti
NormaDevWaves is EA designed to trade the most juicy and liquid pairs, such as EURUSD, GBPUSD, and XAUUSD. Main idea: EA implements the concept of a base indicator and utilizes statistical principles of correlation between price flow determination metrics in relation to standard deviations of prices from their driving force. This allows for a deep analysis of market behavior and the identification of hidden patterns.   Market Adaptation: thanks to a balanced consideration of short and long time
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