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Published on
2026년 3월 12일
알고리즘 트레이딩 백테스팅 실전: Python Backtrader·전략 구현·성과 평가·리스크 관리
finance algorithmic-trading backtesting backtrader python quantitative-finance risk-management 2026-03 2026-03-12
Python Backtrader를 활용한 알고리즘 트레이딩 백테스팅의 전 과정을 다룹니다. 백테스팅 기초(Walk-Forward, Look-Ahead Bias, Survivorship Bias), Backtrader 아키텍처, SMA 교차·RSI·볼린저 밴드 전략 구현, 주문 유형과 실행, Sharpe Ratio·Max Drawdown·Calmar Ratio 성과 평가, 포지션 사이징과 손절, Zipline/VectorBT 비교, 오버피팅 방지, 프로덕션 배포 고려사항을 설명합니다.

Backtrader

backtrader (1)

알고리즘 트레이딩 백테스팅 실전: Python Backtrader·전략 구현·성과 평가·리스크 관리