mirror of
https://github.com/Steffo99/better-tee.git
synced 2024-11-22 23:34:18 +00:00
39 lines
1.1 KiB
C#
39 lines
1.1 KiB
C#
|
namespace Mirror
|
||
|
{
|
||
|
// implementation of N-day EMA
|
||
|
// it calculates an exponential moving average roughy equivalent to the last n observations
|
||
|
// https://en.wikipedia.org/wiki/Moving_average#Exponential_moving_average
|
||
|
public class ExponentialMovingAverage
|
||
|
{
|
||
|
readonly float alpha;
|
||
|
bool initialized;
|
||
|
|
||
|
public ExponentialMovingAverage(int n)
|
||
|
{
|
||
|
// standard N-day EMA alpha calculation
|
||
|
alpha = 2.0f / (n + 1);
|
||
|
}
|
||
|
|
||
|
public void Add(double newValue)
|
||
|
{
|
||
|
// simple algorithm for EMA described here:
|
||
|
// https://en.wikipedia.org/wiki/Moving_average#Exponentially_weighted_moving_variance_and_standard_deviation
|
||
|
if (initialized)
|
||
|
{
|
||
|
double delta = newValue - Value;
|
||
|
Value += alpha * delta;
|
||
|
Var = (1 - alpha) * (Var + alpha * delta * delta);
|
||
|
}
|
||
|
else
|
||
|
{
|
||
|
Value = newValue;
|
||
|
initialized = true;
|
||
|
}
|
||
|
}
|
||
|
|
||
|
public double Value { get; private set; }
|
||
|
|
||
|
public double Var { get; private set; }
|
||
|
}
|
||
|
}
|