Class information for:
Level 1: BAYESIAN NONPARAMETRICS//DIRICHLET PROCESS//NONPARAMETRIC BAYES

Basic class information
Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
23 3       STATISTICS & PROBABILITY//STAT//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 119395
1464 2             DIRICHLET PROCESS//BAYESIAN NONPARAMETRICS//MARKOV CHAIN MONTE CARLO 8006
8004 1                   BAYESIAN NONPARAMETRICS//DIRICHLET PROCESS//NONPARAMETRIC BAYES 1328

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 BAYESIAN NONPARAMETRICS authKW 3499983 16% 70% 210
2 DIRICHLET PROCESS authKW 3445278 20% 54% 267
3 NONPARAMETRIC BAYES authKW 928558 5% 65% 60
4 POSTERIOR CONSISTENCY authKW 762753 3% 71% 45
5 RANDOM PROBABILITY MEASURE authKW 518286 2% 70% 31
6 POLYA TREE authKW 480537 2% 75% 27
7 COMPLETELY RANDOM MEASURES authKW 436050 2% 88% 21
8 DIRICHLET PROCESS MIXTURE authKW 386502 2% 53% 31
9 DEPENDENT DIRICHLET PROCESS authKW 365081 2% 77% 20
10 PITMAN YOR PROCESS authKW 356944 1% 79% 19

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 137323 78% 1% 1033
2 Mathematical & Computational Biology 3610 10% 0% 131
3 Mathematics, Interdisciplinary Applications 2098 9% 0% 125
4 Computer Science, Artificial Intelligence 1319 9% 0% 117
5 Social Sciences, Mathematical Methods 1294 4% 0% 53
6 Biology 567 6% 0% 86
7 Computer Science, Interdisciplinary Applications 194 4% 0% 52
8 Psychology, Mathematical 182 1% 0% 12
9 Medical Informatics 142 1% 0% 19
10 Economics 90 4% 0% 51

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 DIPARTIMENTO ECON POLIT METODI QUANTITAT 130294 1% 31% 18
2 BIDSA 98877 0% 83% 5
3 MATH STAT ACTUARIAL SCI 90350 4% 7% 53
4 DIPARTIMENTO STAT MATEMAT PLICATA 87509 1% 25% 15
5 BIOSTAT WB4 47462 0% 100% 2
6 DIPARTIMENTO ECON POLIT METODI QUANTITATAVI 47462 0% 100% 2
7 STAT SCI 37533 7% 2% 95
8 CARLO ALBERTO 35785 1% 12% 13
9 STAT 35659 24% 0% 323
10 IAMI 29450 0% 21% 6

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 BAYESIAN ANALYSIS 211361 5% 15% 60
2 ANNALS OF STATISTICS 77326 9% 3% 114
3 ELECTRONIC JOURNAL OF STATISTICS 70806 4% 6% 52
4 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 27223 6% 2% 75
5 JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 23739 2% 3% 32
6 SCANDINAVIAN JOURNAL OF STATISTICS 17995 2% 2% 33
7 STATISTICA SINICA 16672 3% 2% 36
8 BIOMETRIKA 14675 3% 1% 45
9 BERNOULLI 13327 2% 2% 27
10 JOURNAL OF STATISTICAL PLANNING AND INFERENCE 12898 4% 1% 58

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 BAYESIAN NONPARAMETRICS 3499983 16% 70% 210 Search BAYESIAN+NONPARAMETRICS Search BAYESIAN+NONPARAMETRICS
2 DIRICHLET PROCESS 3445278 20% 54% 267 Search DIRICHLET+PROCESS Search DIRICHLET+PROCESS
3 NONPARAMETRIC BAYES 928558 5% 65% 60 Search NONPARAMETRIC+BAYES Search NONPARAMETRIC+BAYES
4 POSTERIOR CONSISTENCY 762753 3% 71% 45 Search POSTERIOR+CONSISTENCY Search POSTERIOR+CONSISTENCY
5 RANDOM PROBABILITY MEASURE 518286 2% 70% 31 Search RANDOM+PROBABILITY+MEASURE Search RANDOM+PROBABILITY+MEASURE
6 POLYA TREE 480537 2% 75% 27 Search POLYA+TREE Search POLYA+TREE
7 COMPLETELY RANDOM MEASURES 436050 2% 88% 21 Search COMPLETELY+RANDOM+MEASURES Search COMPLETELY+RANDOM+MEASURES
8 DIRICHLET PROCESS MIXTURE 386502 2% 53% 31 Search DIRICHLET+PROCESS+MIXTURE Search DIRICHLET+PROCESS+MIXTURE
9 DEPENDENT DIRICHLET PROCESS 365081 2% 77% 20 Search DEPENDENT+DIRICHLET+PROCESS Search DEPENDENT+DIRICHLET+PROCESS
10 PITMAN YOR PROCESS 356944 1% 79% 19 Search PITMAN+YOR+PROCESS Search PITMAN+YOR+PROCESS

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.

Classes with closest relation at Level 1


rank cluster_id2 link
1 7202 BAYES FACTOR//INTRINSIC PRIORS//INTRINSIC BAYES FACTOR
2 35480 GENERALIZED DIRICHLET//GENERALIZED DIRICHLET DISTRIBUTION//LIOUVILLE FAMILY OF DISTRIBUTIONS
3 25153 ASYMMETRIC LAPLACE DISTRIBUTION//BAYESIAN QUANTILE REGRESSION//QUANTILE REGRESSION
4 9821 COUPLING FROM THE PAST//MARKOV CHAIN MONTE CARLO//GEOMETRIC ERGODICITY
5 13128 WRIGHT FISHER MODEL//POISSON DIRICHLET DISTRIBUTION//LAMBDA COALESCENT
6 24942 MEAN FIELD VARIATIONAL BAYES//EXPECTATION PROPAGATION//GAUSSIAN BELIEF PROPAGATION GABP
7 26998 BAYESIAN ROBUSTNESS//DENSITY RATIO CLASS//CLASS OF PRIORS
8 5343 MODEL BASED CLUSTERING//MIXTURE MODEL//EM ALGORITHM
9 27080 EXCITED RANDOM WALK//REINFORCED RANDOM WALK//SELF INTERACTING RANDOM WALK
10 10627 DISEASE MAPPING//CONDITIONAL AUTOREGRESSIVE MODEL//AREAL DATA

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