Class DataSampling

java.lang.Object
edu.cmu.tetrad.data.DataSampling

public final class DataSampling extends Object
A utility for resampling dataset.

Feb 20, 2024 6:57:28 PM

Author:
Kevin V. Bui (kvb2univpitt@gmail.com)
  • Method Details

    • createDataSamples

      public static List<DataSet> createDataSamples(DataSet dataSet, Parameters parameters)
      Create a list of dataset resampled from the given dataset.
      Parameters:
      dataSet - dataset to resample
      parameters - bootstrap-related parameters
      Returns:
      a list of resampled dataset
    • createDataSamples

      public static List<DataSet> createDataSamples(DataSet dataSet, Parameters parameters, org.apache.commons.math3.random.RandomGenerator randomGenerator)
      Create a list of dataset resampled from the given dataset.
      Parameters:
      dataSet - dataset to resample
      parameters - bootstrap-related parameters
      randomGenerator - random number generator (optional)
      Returns:
      a list of resampled dataset