statistics-timeseries
CommunityStats-driven time-series insights for trading.
Authormahmoud20138
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Financial time-series and statistics require rigorous analysis; this skill provides framework and methods to analyze regimes, volatility, and relationships for trading.
Core Features & Use Cases
- Descriptive statistics and distribution analysis for returns.
- Time-series stationarity checks (ADF, KPSS) and unit-root diagnostics.
- ARIMA/GARCH modeling, volatility forecasting, and regression/factor models.
- Use cases: regime detection, risk metrics, backtesting baselines for trading strategies.
Quick Start
Analyze a price series to identify regime changes and forecast volatility using the included methods.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: statistics-timeseries Download link: https://github.com/mahmoud20138/Tradecraft/archive/main.zip#statistics-timeseries Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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