public static byte[] SerializeFrugal(this FrugalQuantile estimator, FrugalSerializer serializer)
{
using (var stream = new MemoryStream())
{
serializer.Serialize(stream, estimator);
return(stream.ToArray());
}
}
public void EstimateMedianOfOneThousandIntegers()
{
//var actualMedian = FrugalQuantile.ShuffledEstimate(Enumerable.Range(0, 1000).ToList(), 1,2, FrugalQuantile.ConstantStepAdjuster);
var actualMedian = FrugalQuantile.ShuffledEstimate(Enumerable.Range(0, 1000).ToList(), 1, 2, FrugalQuantile.LinearStepAdjuster);
var msg = $"Estimated median of one thousand integers at 500 is {actualMedian}, should be near 500";
Debug.WriteLine(msg);
Assert.IsTrue(actualMedian >= 450 && actualMedian <= 550, msg);
}
public void EstimateMedianOfGaussianDistribution()
{
var gaussianRng = new ZigguratGaussianSampler();
var testData = Enumerable.Range(0, 1000).Select(i => Math.Abs((int)gaussianRng.NextSample(500, 250))).ToList();
var actualMedian = FrugalQuantile.ShuffledEstimate(testData, 1, 2, FrugalQuantile.LinearStepAdjuster);
var msg = $"Estimated median of numbers following a Gaussian distribution is {actualMedian}, should be near 500";
Debug.WriteLine(msg);
Assert.IsTrue(actualMedian >= 450 && actualMedian <= 550, msg);
}