Class information for:
Level 1: BAYES FACTOR//INTRINSIC PRIORS//INTRINSIC BAYES FACTOR

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
7202 1                   BAYES FACTOR//INTRINSIC PRIORS//INTRINSIC BAYES FACTOR 1421

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 BAYES FACTOR authKW 1548658 16% 30% 231
2 INTRINSIC PRIORS authKW 1024004 3% 94% 49
3 INTRINSIC BAYES FACTOR authKW 554431 2% 83% 30
4 FRACTIONAL BAYES FACTOR authKW 345043 2% 68% 23
5 G PRIOR authKW 335423 2% 69% 22
6 LABEL SWITCHING authKW 305730 2% 48% 29
7 BAYESIAN VARIABLE SELECTION authKW 274375 2% 35% 35
8 REVERSIBLE JUMP authKW 274375 2% 35% 35
9 POINT NULL HYPOTHESIS authKW 228109 1% 86% 12
10 BAYESIAN MODEL SELECTION authKW 226734 3% 22% 47

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 151980 79% 1% 1124
2 Social Sciences, Mathematical Methods 6681 9% 0% 122
3 Mathematics, Interdisciplinary Applications 4040 12% 0% 177
4 Mathematical & Computational Biology 3411 9% 0% 132
5 Psychology, Mathematical 1472 2% 0% 34
6 Computer Science, Interdisciplinary Applications 1079 8% 0% 114
7 Economics 603 8% 0% 113
8 Biology 415 5% 0% 78
9 Medical Informatics 409 2% 0% 32
10 Computer Science, Theory & Methods 290 5% 0% 65

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PL STAT ECONOMETR 63916 0% 41% 7
2 STAT 50461 28% 1% 397
3 STAT DECIS SCI 27289 1% 6% 19
4 BARUCH CITY 22178 0% 100% 1
5 BIOSTAT GRPCHUO KU 22178 0% 100% 1
6 BUSINESS BANKING GRP 22178 0% 100% 1
7 COMP DATA INFORAMT 22178 0% 100% 1
8 COORDINAT MATH 22178 0% 100% 1
9 CREDIT RISK TEAM 22178 0% 100% 1
10 DIP STAT PROB STAT PL 22178 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 BAYESIAN ANALYSIS 137150 4% 12% 50
2 STATISTICS AND COMPUTING 75386 4% 6% 61
3 JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 54209 4% 5% 50
4 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 29676 6% 2% 81
5 COMPUTATIONAL STATISTICS & DATA ANALYSIS 22064 5% 1% 71
6 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY 17834 2% 3% 32
7 TEST 17120 1% 4% 20
8 STATISTICAL SCIENCE 16885 2% 3% 23
9 BIOMETRIKA 11936 3% 1% 42
10 JOURNAL OF ECONOMETRICS 11262 3% 1% 43

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 BAYES FACTOR 1548658 16% 30% 231 Search BAYES+FACTOR Search BAYES+FACTOR
2 INTRINSIC PRIORS 1024004 3% 94% 49 Search INTRINSIC+PRIORS Search INTRINSIC+PRIORS
3 INTRINSIC BAYES FACTOR 554431 2% 83% 30 Search INTRINSIC+BAYES+FACTOR Search INTRINSIC+BAYES+FACTOR
4 FRACTIONAL BAYES FACTOR 345043 2% 68% 23 Search FRACTIONAL+BAYES+FACTOR Search FRACTIONAL+BAYES+FACTOR
5 G PRIOR 335423 2% 69% 22 Search G+PRIOR Search G+PRIOR
6 LABEL SWITCHING 305730 2% 48% 29 Search LABEL+SWITCHING Search LABEL+SWITCHING
7 BAYESIAN VARIABLE SELECTION 274375 2% 35% 35 Search BAYESIAN+VARIABLE+SELECTION Search BAYESIAN+VARIABLE+SELECTION
8 REVERSIBLE JUMP 274375 2% 35% 35 Search REVERSIBLE+JUMP Search REVERSIBLE+JUMP
9 POINT NULL HYPOTHESIS 228109 1% 86% 12 Search POINT+NULL+HYPOTHESIS Search POINT+NULL+HYPOTHESIS
10 BAYESIAN MODEL SELECTION 226734 3% 22% 47 Search BAYESIAN+MODEL+SELECTION Search BAYESIAN+MODEL+SELECTION

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 9821 COUPLING FROM THE PAST//MARKOV CHAIN MONTE CARLO//GEOMETRIC ERGODICITY
2 23289 MODEL AVERAGING//FOCUSED INFORMATION CRITERION//FREQUENTIST MODEL AVERAGING
3 8004 BAYESIAN NONPARAMETRICS//DIRICHLET PROCESS//NONPARAMETRIC BAYES
4 10627 DISEASE MAPPING//CONDITIONAL AUTOREGRESSIVE MODEL//AREAL DATA
5 26998 BAYESIAN ROBUSTNESS//DENSITY RATIO CLASS//CLASS OF PRIORS
6 38317 INEXACTIFICATION//BAYESIAN PHILOSOPHY//BAYESIANS ANIMALS AS INFORMAL
7 36478 U SHAPED WELL//NESTED SAMPLING//ASYMPTOTIC DISTRIBUTION UNDER THE NULL HYPOTHESIS
8 33401 DEPENDENT MIXTURE MODEL//HMM WITH ADDITIVE WHITE GAUSSIAN NOISE//MIXED HIDDEN MARKOV MODELS
9 24942 MEAN FIELD VARIATIONAL BAYES//EXPECTATION PROPAGATION//GAUSSIAN BELIEF PROPAGATION GABP
10 5343 MODEL BASED CLUSTERING//MIXTURE MODEL//EM ALGORITHM

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