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Quantinsti – Mean Reversion Strategies In Python

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Quantinsti – Mean Reversion Strategies In Python
Quantinsti – Mean Reversion Strategies In Python $399.00 $19.99

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About Course:

Course Contents:

  • 1-Stationarity of Time Series
  • 2-Cointegration
  • 3-Triplets
  • 4-Half Life
  • 5-Risk Management
  • 6-Best Markets to Pair Trade
  • 7-Index Arbitrage
  • 8-Long Short Portfolio
  • 9-Python Installation and Automated Execution
  • 10-Summary

SKILLS REQUIRED FOR MEAN REVERSION TRADING

Mean Reversion Strategies

  • Statistical Arbitrage
  • Triplets Trading
  • Index Arbitrage
  • Long-short strategy

Math Concepts

  • Correlation, Co-integration
  • Stationarity
  • Linear Regression
  • ADF and Johansen Test
  • Half Life

Python

  • Ad fuller,
  • Stat stools,
  • Johansen,
  • NumPy, Pandas,
  • Matplotlib