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Quantitative Trading Strategies in R
Lessons
Introduction to Quantitative Trading
Quantitative Trading – Advantages and Disadvantages
Types of Quantitative Trading Strategies
Momentum Strategies
Mean Reversion Strategies
Market Making Strategies and Day Trading Strategies
How to Generate Trading Ideas
Designing A Trading Strategy For Profit
Backtesting a Trading Strategy – Considerations
Risk Management of a Trading Strategy
Risk Indicators – VIX Index and TED Spread
Plotting the VIX Index and TED Spread in R
Introduction to Quantmod in R
Downloading Data Using Quantmod Package in R
Creating Charts with Quantmod
Data Analysis with Quantmod in R
Measuring Overall ETFs Performance
Quantstrat Example in R – EMA Crossover Strategy
Quantstrat – EMA Crossover Strategy – Performance and Risk Metrics
Quantstrat Example in R – RSI Strategy
Quantstrat Case Study – Multiple Symbol Portfolio
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