Class information for:
Level 1: PARTIAL DIRECTED COHERENCE//DIRECTED TRANSFER FUNCTION//GRANGER CAUSALITY

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
10860 961 38.4 66%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
1623 6493 HOMOTOPIC MAPPING//CORRELATION DIMENSION//SURROGATE DATA

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 PARTIAL DIRECTED COHERENCE Author keyword 32 56% 4% 39
2 DIRECTED TRANSFER FUNCTION Author keyword 24 52% 3% 32
3 GRANGER CAUSALITY Author keyword 23 15% 15% 146
4 TRANSFER ENTROPY Author keyword 15 36% 4% 35
5 BIOSEGNALI Address 15 82% 1% 9
6 PARTIAL DIRECTED COHERENCE PDC Author keyword 15 77% 1% 10
7 DIRECTED TRANSFER FUNCTION DTF Author keyword 13 71% 1% 10
8 MULTIVARIATE AUTOREGRESSIVE MODEL MVAR Author keyword 9 83% 1% 5
9 FDM Address 7 39% 1% 13
10 BRAIN EFFECTIVE CONNECTIVITY Author keyword 6 80% 0% 4

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 PARTIAL DIRECTED COHERENCE 32 56% 4% 39 Search PARTIAL+DIRECTED+COHERENCE Search PARTIAL+DIRECTED+COHERENCE
2 DIRECTED TRANSFER FUNCTION 24 52% 3% 32 Search DIRECTED+TRANSFER+FUNCTION Search DIRECTED+TRANSFER+FUNCTION
3 GRANGER CAUSALITY 23 15% 15% 146 Search GRANGER+CAUSALITY Search GRANGER+CAUSALITY
4 TRANSFER ENTROPY 15 36% 4% 35 Search TRANSFER+ENTROPY Search TRANSFER+ENTROPY
5 PARTIAL DIRECTED COHERENCE PDC 15 77% 1% 10 Search PARTIAL+DIRECTED+COHERENCE+PDC Search PARTIAL+DIRECTED+COHERENCE+PDC
6 DIRECTED TRANSFER FUNCTION DTF 13 71% 1% 10 Search DIRECTED+TRANSFER+FUNCTION+DTF Search DIRECTED+TRANSFER+FUNCTION+DTF
7 MULTIVARIATE AUTOREGRESSIVE MODEL MVAR 9 83% 1% 5 Search MULTIVARIATE+AUTOREGRESSIVE+MODEL+MVAR Search MULTIVARIATE+AUTOREGRESSIVE+MODEL+MVAR
8 BRAIN EFFECTIVE CONNECTIVITY 6 80% 0% 4 Search BRAIN+EFFECTIVE+CONNECTIVITY Search BRAIN+EFFECTIVE+CONNECTIVITY
9 DIRECTED COHERENCE 5 50% 1% 7 Search DIRECTED+COHERENCE Search DIRECTED+COHERENCE
10 INTRACRANIAL ELECTROENCEPHALOGRAPHY IEEG 4 67% 0% 4 Search INTRACRANIAL+ELECTROENCEPHALOGRAPHY+IEEG Search INTRACRANIAL+ELECTROENCEPHALOGRAPHY+IEEG

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 GRANGER CAUSALITY 69 32% 19% 182
2 LINEAR DEPENDENCE 60 56% 7% 72
3 DIRECTED TRANSFER FUNCTION 47 51% 7% 66
4 PARTIAL DIRECTED COHERENCE 36 44% 6% 61
5 INFORMATION FLOW 14 15% 9% 91
6 TRANSFER ENTROPY 13 55% 2% 16
7 CORTICAL INTERACTIONS 13 40% 3% 25
8 CORTICAL FUNCTIONAL CONNECTIVITY 11 50% 2% 16
9 STATISTICAL ASSESSMENT 10 46% 2% 17
10 INTERDEPENDENCES 9 59% 1% 10

Journals

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Causality detection based on information-theoretic approaches in time series analysis 2007 176 101 37%
The Relation between Granger Causality and Directed Information Theory: A Review 2013 9 51 71%
Review of the methods of determination of directed connectivity from multichannel data 2011 30 31 74%
Cardiovascular and cardiorespiratory coupling analyses: a review 2013 11 69 55%
Assessing levels of consciousness with symbolic analysis 2015 1 56 36%
Nonlinear multivariate analysis of neurophysiological signals 2005 387 243 23%
A short history of causal modeling of fMRI data 2012 24 94 29%
Causal inference with multiple time series: principles and problems 2013 2 28 68%
Analyzing event-related EEG data with multivariate autoregressive parameters 2006 48 34 41%
Assessing directed interactions from neurophysiological signals-an overview 2011 13 103 52%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 BIOSEGNALI 15 82% 0.9% 9
2 FDM 7 39% 1.4% 13
3 TI INNOVAT TECHNOL SIGNAL DETECT PROC 5 60% 0.6% 6
4 PHYS BIOTECH 3 50% 0.5% 5
5 NEUROPHYS NEUROPHYSIOL 3 100% 0.3% 3
6 FREIBURG DATA ANAL MODELING 3 18% 1.6% 15
7 NONLINEAR DYNAM SYNERGET GRP 3 60% 0.3% 3
8 MEG UNIT 2 28% 0.7% 7
9 BANNER ALZHEIMERS DIS 2 67% 0.2% 2
10 FUNCT BRAIN IMAGING FBI 2 67% 0.2% 2

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000105222 SEIZURE PREDICTION//SEIZURE DETECTION//HIGH FREQUENCY OSCILLATIONS
2 0.0000103538 STATISTICAL COMPLEXITY//SYMBOLIC DYNAMIC FILTERING//CHAOS BIOL GRP
3 0.0000097957 RID//BEEF IMPORTS//RD PROMOTION
4 0.0000088033 NONLINEAR PROC//MEASURE SYNCHRONIZATION//ON OFF INTERMITTENCY
5 0.0000086856 RESTING STATE//FUNCTIONAL CONNECTIVITY//RESTING STATE FMRI
6 0.0000075625 NEURAL FIELD THEORY//NEURAL FIELD//NEURAL MASS MODEL
7 0.0000075227 THETA RESPONSE//BRAIN DYNAM COGNIT COMPLEX SYST//GAMMA BAND
8 0.0000073350 CORRELATION DIMENSION//SURROGATE DATA//CHAOTIC TIME SERIES
9 0.0000070441 CLIMATE STUDIES CHINA METEOROL ADM//REG CLIMATE ENVIRONM TEMP E ASIA//CLIMATE STUDIES
10 0.0000066010 ESSENTIAL GRAPH//CONDITIONAL INDEPENDENCE//MARKOV EQUIVALENCE