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[0.0, 1.0].protectedoverridedoubleSample(){returnMath.Sqrt(base.Sample()); }publicoverrideintNext(){return(int) (Sample() *int.MaxValue); } }publicclassRandomSampleDemo{staticvoidMain(){constintrows =4, cols =6;constintrunCount =1000000;constintdistGroupCount =10;constdoubleintGroupSize = ...
protected override double Sample() { return Math.Sqrt(base.Sample()); } public override int Next() { return (int) (Sample() * int.MaxValue); } } public class RandomSampleDemo { static void Main() { const int rows = 4, cols = 6; const int runCount = 1000000; const int distGrou...
import org.apache.commons.math3.distribution.UniformRealDistribution; import org.apache.commons.math3.exception.MathArithmeticException; import org.apache.commons.math3.exception.NotFiniteNumberException; import org.apache.commons.math3.exception.NullArgumentException; import org.apache....
Finally, we employ our methods on a real socioeconomic dataset as an example application. Keywords: two-sample test; independence test; random process; nonstationary; kernel methods1. Introduction Nonstationary processes are the rule rather than the exception in many scientific disciplines such as ...
The following example calls theNextDoublemethod to generate 100 random numbers and displays their frequency distribution. C# int[] frequency =newint[10];doublenumber; Random rnd =newRandom();for(intctr =0; ctr <=99; ctr++) { number = rnd.NextDouble(); frequency[(int) Math.Floor(number*10...
use \Malenki\Math\Stats\NormalDistribution; // Normal Distribution with mean equals to 2 and has standard deviation of 0.3 $nd = new NormalDistribution(2, 0.3); // you can get value of function: $nd->f(3); // you can generate fake sample following the current normal distribution: $nd...
The performance figures are reported in MSteps/s, which is a measure of the number of simulation time steps that can be processed per second. For example, in the Asian option, each step corresponds to one iteration of the inner loop of Listing 37-8. When measuring the performance...
Example Instructions for Linux On a 64-bit Linux platform, steps 3 through 9 from above, executed in a Bash-compatible shell, could consist of: git clone https://github.com/clMathLibraries/clRNG.git mkdir clRNG.build; cd clRNG.build; cmake ../clRNG/src make make install export CLRNG...
There are significant sample imbalances in the selected datasets of this study. Among them, there are 11-fold more non-ECM proteins in the training dataset than ECM proteins, and there are 1.5-fold more non-ECM proteins in the testing dataset than ECM proteins, which results in poor ...