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); } } }