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1. Introduction

   Understanding the Basics of Trading

   Overview of Trading
   Understanding the Philosophies of Trading
   Overview of Various Trading Systems
   Learning the Pitfalls in Trading
   Avoiding Overfitting
   Obtaining Financial Data
   Plotting Financial Data
   Adding Indicators to Your Data
   Adding Moving Averages to Your Data
   Creating Your First Strategy in Quantstrat

   Overview of the Quantstrat Package
   Initializing Your Data
   Initializing Time Zone and Currency
   Importing Data
   Initializing Data Using stock()
   Setting the Trade Size
   Setting Initial Equity
   Setting Your Account, Portfolio, and Strategy
   Using the rm.strat() Command
   Initializing Your Portfolio
   Initializing Your Account
   Initializing Your Orders
   Storing Your Strategy
   Using Indicators

   Introduction to Indicators
   Implementing the Simple Moving Average (SMA) Indicator
   Implementing the Relative Strength Index (RSI) Indicator
   Visualizing Indicators
   Identifying Indicator Types: Trend or Reversion
   Implementing Pre-Written Indicators
   Coding Your Own Indicator
   Using RSI Averages
   Implementing the David Varadi Oscillator (DVO)
   Implementing Your Own Indicator
   Using Signals in Quantstrat

   Overview of Signals and Signal Types
   Implementing the sigComparison Signal
   Implementing the sigCrossover Signal
   Implementing the sigThreshold Signal
   Using the sigFormula() Function
   Combining Signals
   Using Rules

   Overview of Trading Rules
   Using the add.rule() Function
   Implementing an Exit Rule
   Using the Argument sigcol in the add.rule() Function
   Using the Argument sigval in the add.rule() Function
   Specifying Order Quantity
   Specifying Order Type
   Specifying Order Side
   Using the Argument replace in the add.rule() Function
   Using the Argument prefer in the add.rule() Function
   Implementing an Entry Rule
   Using Order Sizing Functions
   Analyzing Trading Results

   Understanding How to Analyze Your Strategy's Performance
   Running Your Strategy
   Exploring the Profit Factor
   Using the Percent Positive Statistic
   Visualizing Your Chart Positions
   Adding Indicators to Your Chart Positions Plot
   Calculating the Cash Sharpe Ratio
   Calculating the Returns-Based Sharpe Ratio
   Troubleshooting

   Summary and Conclusion

   Closing Remarks