public void ProbabilityOf_LinearSample()
{
var kde = new KernelDensityEstimator();
var data = Enumerable.Range(1, 100).Select(n => (n).OutOf(100)).AsQueryable();
var sample = new ContinuousSample<Fraction>(data, kde);
foreach(var x in Enumerable.Range(1, 100))
{
Console.WriteLine("{0}\t{1}", x, sample.DensityOf(x.OutOf(100)).Value);
}
}
public void ProbabilityOf_RandomSample()
{
var kde = new KernelDensityEstimator();
var data = Enumerable.Range(1, 50).Select(n => Fraction.Random(100, 1)).AsQueryable();
var sample = new ContinuousSample<Fraction>(data, kde);
foreach (var x in Enumerable.Range(1, 100))
{
try
{
Console.WriteLine("{0}\t{1}", x, sample.DensityOf(x.OutOf(100)).Value);
}
catch (DivideByZeroException)
{
Console.WriteLine("Divide by zero error: {0}", x);
}
}
}