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signal-backtest

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Backtest alpha signals

Finance & Accounting#optimization#backtesting#walk-forward#quantitative trading#alpha research#signal validation
Authormaminul007
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill automates the process of validating the performance of alpha signals, ensuring their reliability and robustness before deployment.

Core Features & Use Cases

  • Walk-Forward Validation: Rigorously tests signal performance across different time periods to detect decay.
  • Parameter Optimization: Allows for tuning signal parameters to maximize performance.
  • Signal Combination Testing: Evaluates the effectiveness of using multiple signals together.
  • Use Case: A quantitative analyst can use this skill to backtest a new momentum signal, assess its performance with walk-forward validation, and optimize its lookback period to ensure it's a valuable addition to the trading strategy.

Quick Start

Run a walk-forward validation for the 'momentum_20d' signal.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: signal-backtest
Download link: https://github.com/maminul007/trading-platform/archive/main.zip#signal-backtest

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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