Interface MonteCarloConditionalExpectationRegressionFactory

All Known Implementing Classes:
MonteCarloConditionalExpectationLinearRegressionFactory, MonteCarloConditionalExpectationLocalizedOnDependentRegressionFactory

public interface MonteCarloConditionalExpectationRegressionFactory
Interface implemented by classes providing a ConditionalExpectationEstimator for conditional expectation estimation.
Author:
Christian Fries
  • Method Details

    • getConditionalExpectationEstimator

      ConditionalExpectationEstimator getConditionalExpectationEstimator(RandomVariable[] basisFunctionsEstimator, RandomVariable[] basisFunctionsPredictor)
      Creates an object implementing a ConditionalExpectationEstimator for conditional expectation estimation.
      Parameters:
      basisFunctionsEstimator - A vector of random variables to be used as basis functions for estimation.
      basisFunctionsPredictor - A vector of random variables to be used as basis functions for prediction.
      Returns:
      An object implementing a ConditionalExpectationEstimator.