protected void CountProbs(decimal mean, decimal variance, int N)
{
Array.Sort(Randvariables);
Frequency = new Dictionary <decimal, int>();
int m = (int)Math.Log(N) + 1;
decimal min = Randvariables.First();
decimal max = Randvariables.Last();
Interval = (max - min) / m;
int k = 0;
for (decimal i = min; i <= max; i += Interval)
{
var x = i;
Frequency[x] = 0;
while (k < Randvariables.Length && Randvariables[k] <= i + Interval / 2)
{
Frequency[x] += 1;
k++;
}
}
Probabilities = new Dictionary <decimal, decimal>();
for (decimal i = min; i <= max; i += Interval)
{
Probabilities[i] = (decimal)Frequency[i] / N;
}
}
public void TheoreticalProbs(decimal mean, decimal variance, int N)
{
var sigma = Math.Sqrt((double)variance);
decimal min = Randvariables.First();
decimal max = Randvariables.Last();
TProbabilities = new Dictionary <decimal, decimal>();
for (decimal i = min; i <= max; i += 0.1M)
{
var y = 1 / (decimal)(sigma * Math.Sqrt(2 * Math.PI)) * (decimal)Math.Exp((double)(-(i - mean) * (i - mean) / (2 * variance)));
TProbabilities.Add(i, y);
}
}
