Samplings() public static method

Draws the bootstrap samples from the population.
public static Samplings ( int size, int resamplings, int subsampleSize ) : int[][]
size int The size of the samples to be drawn.
resamplings int The number of samples to drawn.
subsampleSize int The size of the samples to be drawn.
return int[][]
Bootstrap Class Documentation
Ejemplo n.º 1
0
        /// <summary>
        ///   Creates a new Bootstrap estimation algorithm.
        /// </summary>
        ///
        /// <param name="size">The size of the complete dataset.</param>
        /// <param name="subsamples">The number B of bootstrap resamplings to perform.</param>
        /// <param name="subsampleSize">The number of samples in each subsample. Default
        ///   is to use the total number of samples in the population dataset.</param>.
        ///
        public Bootstrap(int size, int subsamples, int subsampleSize)
        {
            this.samples          = size;
            this.subsampleIndices = new int[subsamples][];

            this.subsampleIndices = Bootstrap.Samplings(size, subsamples, subsampleSize);
        }