Pair Trading Qant Maney

What it does:

Scans a fixed list of assets (24-hour US stock pairs from the Pepperstone brokerage) on the chosen timeframe.

For each pair and for various periods (Period1…Period100 ABOVE) it:

Calculates a regression model between the two assets (and, if desired, using the US500 index as a normalizer).

Generates the residual (spread) of this relationship, its mean, standard deviation, correlation, and betas (B1 and B2).

Applies an ADF test to the residual (cointegration/stationarity).

Calculates the Z-score of the current residual (how many standard deviations it is away from the mean).

Only pairs that meet the filters are included in the table.

Attach the indicator to the chart, adjust inputs (periods, Z-score limit, ADF, normalizer usage, etc.). Click on “START SCANNER”: it performs all tests and populates the table with the pairs that gave a signal. Click on a line in the table: The indicator shows the pair details (Z-Score, ADF, betas, correlation, average, lot ratio). It draws the residual chart (candle or line mode) with average and 2σ and 3σ bands, allowing you to adjust the period and window shift. It calculates an A/B lot ratio (with a vol-neutral option, adjusting for asset deviations). Typical operational rules (suggested by the indicator): When the Z-Score is high positive (above the limit): the pair is “stretched”; the idea is to sell the expensive asset and buy the cheap one, in the proportion indicated in the panel. When the Z-score is very negative: the pair is "cheap"; you reverse the positions (buy the one below the average and sell the one above). You can save the selected pair in the SAVED panel to create a watchlist of recurring opportunities.


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このライブラリを使用すると、任意の EA を使用して取引を管理でき、説明に記載されているスクリプト コードを使用して任意の EA に簡単に統合でき、完全なプロセスを示すビデオのデモ例も利用できます。 - 指値注文、SL 指値注文、利食い指値注文の発行 - マーケット、SLマーケット、TPマーケットの注文を行う - 指値注文の変更 - 注文をキャンセルする - 注文のクエリ - レバレッジ、マージンの変更 - 位置情報の取得 もっと... MT5 に Binance チャートがない場合を除き、暗号チャートのレンタルはオプションです。 スクリプトのデモについては、 ここをクリックしてください トレーディングパネルでの取引をご希望の場合は、 この製品に興味があるかもしれません
Hello everyone! I am a professional MQL programmer , Making EAs, Indicators and Trading Tools for my clients all over the world. I build 3-7 programs every week but I seldomly sell any ready-made Robots. Because I am fastidious and good strategy is so few...  this EA is the only one so far I think its good enough to be published here.  As we all know, the Ichimoku indicator has become world popular for decades, but still, only few people knows the right way of using it, and if we check the clo
金融とトレーディング戦略の領域を深く掘り下げ、私は一連の実験を実施し、強化学習に基づくアプローチと強化学習を使用しないアプローチを調査することにしました。 これらの手法を適用して、私は現代のトレーディングにおけるユニークな戦略の重要性を理解する上で極めて重要な微妙な結論を導き出すことができました。 ニューラル ネットワーク アドバイザーは、初期段階では目覚ましい効率性を示したにもかかわらず、長期的には非常に不安定であることが判明しました。 市場のボラティリティ、トレンドの変化、外部事象などのさまざまな要因により、企業の運営に混乱が生じ、最終的には不安定化につながりました。 この経験を武器に、私は課題を受け入れ、独自のアプローチを開発し始めました。 私の焦点は、集められた最良のインジケーターを異なるパラメーター設定で利用するアドバイザーを作成することに集中していました。 このアドバイザーは、私の独自の戦略に基づいており、さまざまなパラメーター設定を持つ 14 の指標を同時に採用し、何時間ものデータ分析と綿密なテストから生まれました。
Introducing "TG Risk Service Manager" — your comprehensive toolkit for swift and precise risk management and lot size calculations in the dynamic world of trading. Designed to streamline development processes and enhance trading strategies, this indispensable library equips developers with essential tools for optimizing risk assessment and trade profitability. Metatrader4 Version |  All Products  |  Contact   Key Features: Efficient Lot Size Calculation : Harness the power of precise lot size c
Introducing "TG Trade Service Manager" — your all-in-one solution for seamless trade management in both MQL4 and MQL5 environments. With a focus on speed, reliability, and convenience, this powerful library simplifies the complexities of trade execution and management, empowering developers with a single interface for enhanced efficiency. Metatrader4 Version   |   All Products   |   Contact   Key Features: Unified Interface : TG Trade Service Manager" provides a unified interface for   MQL4   an
このライブラリは、できるだけ簡単にMetaTrader上で直接OpenAIのAPIを使用するための手段として提供されます。 ライブラリの機能についてさらに詳しく知るには、次の記事をお読みください: https://www.mql5.com/en/blogs/post/756098 The files needed to use the library can be found here: Manual 重要:EAを使用するには、OpenAI APIへのアクセスを許可するために、次のURLを追加する必要があります  添付画像に示されているように ライブラリを使用するには、次のリンクで見つけることができる次のヘッダーを含める必要があります:  https://www.mql5.com/en/blogs/post/756108 #import "StormWaveOpenAI.ex5" COpenAI *iOpenAI(string); CMessages *iMessages(void); CTools *iTools(void); #import これが、ライブラリを簡単に使用するため
KP TRADE PANEL EA is an EA MT5 facilitates various menus. KP TRADE PANEL EA is an EA skin care in MT5 is an EA that puts the system automatically in download EA MT5 to test with demo account from my profile page while some Trailing Stop Stop Loss require more than 0 features EA determines lot or money management calculates lot from known and Stop loss TS = Trailing stop with separate stop loss order Buy more AVR TS = Trailing stop plus
Here   is   the   English translation   of   your   description   for   the EA   (Expert   Advisor): --- This   is a   time -based   automatic trading   EA . It allows   you   to   set the   exact   time   for trading , down   to   the   second , and   specify the   maximum number   of   orders . You   can choose   to   place   either   buy   or   sell   orders . It   is possible to   set take   profit and   stop   loss   points . Additionally , you can   specify   how   long after   placing  
MQL5 EA向けに、開発者が主要な取引統計情報へ簡単にアクセスできるライブラリです。 ライブラリで利用可能なメソッド: アカウントデータと利益: GetAccountBalance() : 現在の口座残高を返します。 GetProfit() : 全取引の純利益を返します。 GetDeposit() : 入金の総額を返します。 GetWithdrawal() : 出金の総額を返します。 取引分析: GetProfitTrades() : 利益の出た取引数を返します。 GetLossTrades() : 損失の出た取引数を返します。 GetTotalTrades() : 実行された全取引数を返します。 GetShortTrades() : ショートポジションの取引数を返します。 GetLongTrades() : ロングポジションの取引数を返します。 GetWinLossRatio() : 勝ち取引と負け取引の比率を返します。 GetAverageProfitTrade() : 利益の出た取引1回あたりの平均利益を返します。 GetAverageLossTrade() : 損失の出た取引
Molo kumalo
James Ngunyi Githemo
Trading Forex with our platform offers several key advantages and features: Real-time Data : Stay updated with live market data to make informed decisions. User-Friendly Interface : Easy-to-navigate design for both beginners and experienced traders. Advanced Charting Tools : Visualize trends with interactive charts and technical indicators. Risk Management : Set stop-loss and take-profit levels to manage your risk. Multiple Currency Pairs : Access a wide range of forex pairs to diversify your tr
Kaseki
Ben Mati Mulatya
The Hybrid Metaheuristic Algorithm (HMA) is a cutting-edge optimization approach that combines the strengths of genetic algorithms with the best features of population-based algorithms. Its high-speed computation ensures unparalleled accuracy and efficient search capabilities, significantly reducing the total time required for optimization while identifying optimal solutions in fewer iterations. HMA outperforms all known population optimization algorithms in both speed and accuracy. Use Cases AO
********主な取引であるXAUSDは、テストの際、XAUSDに調整することを提案し、他の取引標的は利益効果を保証できない******** テストが必要な場合はメッセージを残してください(見たらすぐに返信します)、仕事の成果を保護するためには、特定のパラメータを入力する必要があります、システムのデフォルトのパラメータはスクリーンショットを元に戻す効果を実現できません! テストが必要な場合はメッセージを残してください(見たらすぐに返信します)、仕事の成果を保護するためには、特定のパラメータを入力する必要があります、システムのデフォルトのパラメータはスクリーンショットを元に戻す効果を実現できません! テストが必要な場合はメッセージを残してください(見たらすぐに返信します)、仕事の成果を保護するためには、特定のパラメータを入力する必要があります、システムのデフォルトのパラメータはスクリーンショットを元に戻す効果を実現できません! ***************************************************************************
この製品は過去3年間にわたって開発されてきました。MQL5プログラミング言語で人工知能や機械学習コードを扱うための最も高度なコードベースです。MetaTrader 5でAI搭載のトレーディングロボットやインジケーターを多数作成するために使用されています。 これは、MQL5向けの機械学習に関する無料のオープンソースプロジェクトのプレミアムバージョンです。こちらからアクセスできます:  https://github.com/MegaJoctan/MALE5 。無料版は機能が少なく、ドキュメントも不足しており、メンテナンスも不十分です。小規模なAIモデル向けに設計されています。 このプレミアム製品には、AI搭載のトレーディングロボットを効率的にコーディングするために必要なすべてが含まれています。 このライブラリを購入すべき理由は? 非常に使いやすい。コードの構文は直感的で、PythonのScikit-learn、TensorFlow、Kerasなどの人気AIライブラリに似ています。 充実したドキュメント。多くの動画、サンプル、ドキュメントが用意されており、すぐに始められます。 計算効率に優れ
Shawrie
Kevin Kipkoech
This Pine Script implements a Gaussian Channel + Stochastic RSI Strategy for TradingView . It calculates a Gaussian Weighted Moving Average (GWMA) and its standard deviation to form an upper and lower channel. A Stochastic RSI is also computed to determine momentum. A long position is entered when the price closes above the upper Gaussian band and the Stoch RSI K-line crosses above D-line . The position is exited when the price falls back below the upper band. The script includes commission, cap
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Scan a fixed list of assets (Ibovespa) in the chosen timeframe (TimeFrame). For each pair and for various periods. Calculate a regression model between the two assets (and, if desired, using the bova11 index as a normalizer). Generate the spread of this relationship, its mean, standard deviation, speculative deviation, and betas (B1 and B2). Apply an ADF test without exclusion (cointegration/stationarity). Calculate the Z-score of the current exclusion (how many standard deviations are away from
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