Package edu.cmu.tetrad.data

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 Summary

Modifier and Type	Method	Description
static List<DataSet>	createDataSamples(DataSet dataSet, Parameters parameters)	Create a list of dataset resampled from the given dataset.
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.

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

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