Package edu.cmu.tetrad.algcomparison.algorithm.other

Class MimbuildPca

java.lang.Object
edu.cmu.tetrad.algcomparison.algorithm.other.MimbuildPca
All Implemented Interfaces:
Algorithm, ExtraLatentStructureAlgorithm, LatentStructureAlgorithm, HasParameters, TetradSerializable, Serializable
@Algorithm(name="Mimbuild (PCA)", command="mimbuild-pca", algoType=search_for_structure_over_latents) @Bootstrapping public class MimbuildPca extends Object implements Algorithm, ExtraLatentStructureAlgorithm
Mimbuild PCA.
Version:
$Id: $Id
Author:
josephramsey
See Also:

  • Constructor Details

    • MimbuildPca

      public MimbuildPca()
      Constructs a new instance of the algorithm.

  • Method Details

    • search

      public Graph search(DataModel dataModel, Parameters parameters)
      Executes a factor analysis search on the given data model using the provided parameters.
      Specified by:
      search in interface Algorithm
      Parameters:
      dataModel - The data model to perform the factor analysis on.
      parameters - The parameters for the factor analysis.
      Returns:
      The resulting graph after performing the factor analysis.
      Throws:
      IllegalArgumentException - If the data model is not a continuous dataset.

    • getDataType

      public DataType getDataType()
      Retrieves the data type associated with this algorithm.
      Specified by:
      getDataType in interface Algorithm
      Returns:
      the data type used by this algorithm, represented as DataType.

    • getComparisonGraph

      public Graph getComparisonGraph(Graph graph)
      Returns an undirected graph used for comparison.
      Specified by:
      getComparisonGraph in interface Algorithm
      Parameters:
      graph - The true directed graph, if there is one.
      Returns:
      The undirected graph for comparison.

    • getDescription

      public String getDescription()
      Provides a brief description of the "Mimbuild Pca" algorithm.
      Specified by:
      getDescription in interface Algorithm
      Returns:
      A one-line description of the algorithm as a string.

    • getParameters

      public List<String> getParameters()
      Retrieves the parameters for the current instance of the FactorAnalysis class.
      Specified by:
      getParameters in interface HasParameters
      Returns:
      a list of strings representing the parameters for the factor analysis.

    • getBlockSpec

      public BlockSpec getBlockSpec()
      Retrieves the block specification for the current instance.
      Returns:
      the block specification as an instance of BlockSpec.

    • setBlockSpec

      public void setBlockSpec(BlockSpec blockSpec)
      Sets the block specification for the current instance.
      Specified by:
      setBlockSpec in interface ExtraLatentStructureAlgorithm
      Parameters:
      blockSpec - the block specification to be set, represented as an instance of BlockSpec