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			38 lines
		
	
	
		
			1.1 KiB
		
	
	
	
		
			C#
		
	
	
	
	
	
			
		
		
	
	
			38 lines
		
	
	
		
			1.1 KiB
		
	
	
	
		
			C#
		
	
	
	
	
	
| namespace Mirror
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| {
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|     // implementation of N-day EMA
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|     // it calculates an exponential moving average roughly equivalent to the last n observations
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|     // https://en.wikipedia.org/wiki/Moving_average#Exponential_moving_average
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|     public class ExponentialMovingAverage
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|     {
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|         readonly float alpha;
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|         bool initialized;
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| 
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|         public double Value { get; private set; }
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|         public double Var { get; private set; }
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| 
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|         public ExponentialMovingAverage(int n)
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|         {
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|             // standard N-day EMA alpha calculation
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|             alpha = 2.0f / (n + 1);
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|         }
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| 
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|         public void Add(double newValue)
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|         {
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|             // simple algorithm for EMA described here:
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|             // https://en.wikipedia.org/wiki/Moving_average#Exponentially_weighted_moving_variance_and_standard_deviation
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|             if (initialized)
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|             {
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|                 double delta = newValue - Value;
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|                 Value += alpha * delta;
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|                 Var = (1 - alpha) * (Var + alpha * delta * delta);
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|             }
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|             else
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|             {
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|                 Value = newValue;
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|                 initialized = true;
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|             }
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|         }
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|     }
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| }
 | 
