Class information for:
Level 1: ESSENTIAL GRAPH//CONDITIONAL INDEPENDENCE//MARKOV EQUIVALENCE

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
14833 678 24.0 40%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
2567 3236 BAYESIAN NETWORKS//FUZZY COGNITIVE MAPS//CONDITIONAL INDEPENDENCE

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 ESSENTIAL GRAPH Author keyword 33 100% 2% 13
2 CONDITIONAL INDEPENDENCE Author keyword 24 23% 13% 89
3 MARKOV EQUIVALENCE Author keyword 21 71% 3% 17
4 GRAPHICAL MARKOV MODEL Author keyword 19 74% 2% 14
5 CHAIN GRAPH Author keyword 16 52% 3% 22
6 COVARIANCE GRAPH Author keyword 15 77% 1% 10
7 GRAPHICAL CHAIN MODELS Author keyword 15 77% 1% 10
8 GRAPHICAL MARKOV MODELS Author keyword 13 71% 1% 10
9 GRAPHICAL MODEL Author keyword 11 18% 8% 54
10 ADIT Address 9 83% 1% 5

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 ESSENTIAL GRAPH 33 100% 2% 13 Search ESSENTIAL+GRAPH Search ESSENTIAL+GRAPH
2 CONDITIONAL INDEPENDENCE 24 23% 13% 89 Search CONDITIONAL+INDEPENDENCE Search CONDITIONAL+INDEPENDENCE
3 MARKOV EQUIVALENCE 21 71% 3% 17 Search MARKOV+EQUIVALENCE Search MARKOV+EQUIVALENCE
4 GRAPHICAL MARKOV MODEL 19 74% 2% 14 Search GRAPHICAL+MARKOV+MODEL Search GRAPHICAL+MARKOV+MODEL
5 CHAIN GRAPH 16 52% 3% 22 Search CHAIN+GRAPH Search CHAIN+GRAPH
6 COVARIANCE GRAPH 15 77% 1% 10 Search COVARIANCE+GRAPH Search COVARIANCE+GRAPH
7 GRAPHICAL CHAIN MODELS 15 77% 1% 10 Search GRAPHICAL+CHAIN+MODELS Search GRAPHICAL+CHAIN+MODELS
8 GRAPHICAL MARKOV MODELS 13 71% 1% 10 Search GRAPHICAL+MARKOV+MODELS Search GRAPHICAL+MARKOV+MODELS
9 GRAPHICAL MODEL 11 18% 8% 54 Search GRAPHICAL+MODEL Search GRAPHICAL+MODEL
10 COVARIANCE GRAPHS 9 83% 1% 5 Search COVARIANCE+GRAPHS Search COVARIANCE+GRAPHS

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 MARKOV EQUIVALENCE 32 88% 2% 15
2 CHAIN GRAPHS 25 77% 3% 17
3 COVARIANCE SELECTION 19 52% 4% 26
4 SINGLE FACTOR MODEL 18 89% 1% 8
5 CONDITIONAL INDEPENDENCE 14 31% 6% 38
6 NON DECOMPOSABLE GRAPHS 11 100% 1% 6
7 MARKOV EQUIVALENCE CLASSES 9 59% 1% 10
8 ACYCLIC DIGRAPHS 8 37% 3% 17
9 INDEPENDENCE GRAPHS 6 80% 1% 4
10 ANCESTRAL GRAPHS 6 100% 1% 4

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Causal Structure Learning and Inference: A Selective Review 2014 0 23 78%
Graphical Methods, Inductive Causal Inference, and Econometrics: A Literature Review 2011 2 17 35%

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 ADIT 9 83% 0.7% 5
2 METODOS QUANTITATIVOS 1 50% 0.3% 2
3 BIOBEHAV NURSING SYST 1 50% 0.1% 1
4 DIPARTIMENTO STUDI GEOECON LINGUIST STAT STOR A 1 50% 0.1% 1
5 DIPARTIMENTO STUDI GEOECON LINGUIST STAT STOR ANA 1 50% 0.1% 1
6 FMRIB OXFORD UNIV FUNCT MRI BRAIN 1 50% 0.1% 1
7 MANAGEMENT JINDRICHUV HRADEC 1 50% 0.1% 1
8 SOUTHAMPTOM STAT SCI 1 50% 0.1% 1
9 DIPARTIMENTO SCI STAT P FORTUNATI 0 20% 0.3% 2
10 DIPARTIMENTO STAT METODI QUANTITATIVI 0 20% 0.3% 2

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000226367 BAYESIAN NETWORKS//INFLUENCE DIAGRAMS//STRUCTURE LEARNING
2 0.0000158137 MODIFIED CHOLESKY DECOMPOSITION//STRUCTURE ON MEAN//ANTEDEPENDENCE
3 0.0000109520 NATURAL EXPONENTIAL FAMILY//MATSUMOTO YOR PROPERTY//UNIT VARIANCE FUNCTION
4 0.0000091606 LASSO//ORACLE PROPERTY//VARIABLE SELECTION
5 0.0000087269 SIMPSONS PARADOX//LORDS PARADOX//INEXACTIFICATION
6 0.0000079377 CAUSAL INFERENCE//PRINCIPAL STRATIFICATION//TARGETED MAXIMUM LIKELIHOOD ESTIMATION
7 0.0000078811 INTRINSIC PRIORS//BAYES FACTOR//INTRINSIC BAYES FACTOR
8 0.0000066010 PARTIAL DIRECTED COHERENCE//DIRECTED TRANSFER FUNCTION//GRANGER CAUSALITY
9 0.0000065618 XRAY PHYS IMAGING//DISCRETE IMAGE PROCESSING//POSITIVITY PROBLEM
10 0.0000059739 CONDITIONAL SPECIFICATION//NORMAL CONDITIONALS//PEARSONS FAMILY