v2.0.0
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CONNECTIVITYLIB::PartialDirectedCoherence Class Reference

Partial Directed Coherence estimator (Baccala & Sameshima 2001); directional, direct paths only. More...

#include <partial_directed_coherence.h>

Public Types

typedef QSharedPointer< PartialDirectedCoherenceSPtr
typedef QSharedPointer< const PartialDirectedCoherenceConstSPtr
Public Types inherited from CONNECTIVITYLIB::AbstractMetric
typedef QSharedPointer< AbstractMetricSPtr
typedef QSharedPointer< const AbstractMetricConstSPtr

Public Member Functions

 PartialDirectedCoherence ()
Public Member Functions inherited from CONNECTIVITYLIB::AbstractMetric
 AbstractMetric ()

Static Public Member Functions

static Network calculate (ConnectivitySettings &connectivitySettings)

Additional Inherited Members

Static Public Attributes inherited from CONNECTIVITYLIB::AbstractMetric
static bool m_bStorageModeIsActive = false
static int m_iNumberBinStart = -1
static int m_iNumberBinAmount = -1

Detailed Description

Partial Directed Coherence estimator (Baccala & Sameshima 2001); directional, direct paths only.

Partial Directed Coherence estimator of Baccala & Sameshima (2001).

Computes PDC_{ij}(f) = |A_{ij}(f)| / sqrt( sum_k |A_{kj}(f)|^2 ) from the MVAR coefficients delivered by MvarModel, where A(f) is the frequency-domain inverse of the transfer matrix. Unlike DirectedTransferFunction this estimator counts only direct causal paths - relayed interactions j -> k -> i contribute 0 - so PDC and DTF together separate direct from indirect flow.

Since
2.2.0

Definition at line 88 of file partial_directed_coherence.h.

Inheritance diagram for CONNECTIVITYLIB::PartialDirectedCoherence:
Inheritance graph

Member Typedef Documentation

◆ ConstSPtr

Const shared pointer type for PartialDirectedCoherence.

Definition at line 93 of file partial_directed_coherence.h.

◆ SPtr

Constructor & Destructor Documentation

◆ PartialDirectedCoherence()

PartialDirectedCoherence::PartialDirectedCoherence ( )
explicit

Constructs a PartialDirectedCoherence object.

Definition at line 51 of file partial_directed_coherence.cpp.

Member Function Documentation

◆ calculate()

Network PartialDirectedCoherence::calculate ( ConnectivitySettings & connectivitySettings)
static

Calculates Partial Directed Coherence between all channel pairs.

Parameters
[in]connectivitySettingsThe input data and parameters.
Returns
The connectivity information in form of a network structure.
Since
2.2.0

Definition at line 57 of file partial_directed_coherence.cpp.


The documentation for this class was generated from the following files: