Class information for:
Level 1: BAYESIAN ROBUSTNESS//DENSITY RATIO CLASS//CLASS OF PRIORS

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
26998 1                   BAYESIAN ROBUSTNESS//DENSITY RATIO CLASS//CLASS OF PRIORS 260

Terms with highest relevance score



rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 BAYESIAN ROBUSTNESS authKW 3510284 20% 55% 53
2 DENSITY RATIO CLASS authKW 1090965 3% 100% 9
3 CLASS OF PRIORS authKW 981866 3% 90% 9
4 CLASSES OF PRIORS authKW 981866 3% 90% 9
5 CLASS OF LOSS FUNCTIONS authKW 848528 3% 100% 7
6 ROBUST BAYES authKW 673426 4% 56% 10
7 CLASS OF PRIOR DISTRIBUTIONS authKW 484873 2% 100% 4
8 POSTERIOR REGRET authKW 484873 2% 100% 4
9 BAYES ACTIONS authKW 363655 1% 100% 3
10 DENSITY BOUNDED CLASS authKW 363655 1% 100% 3

Web of Science journal categories



chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 29282 81% 0% 211
2 Social Sciences, Mathematical Methods 1417 9% 0% 24
3 Mathematics, Interdisciplinary Applications 545 11% 0% 28
4 Economics 141 9% 0% 23
5 Computer Science, Cybernetics 62 2% 0% 4
6 Computer Science, Artificial Intelligence 30 3% 0% 9
7 Mathematical & Computational Biology 30 2% 0% 6
8 Computer Science, Interdisciplinary Applications 28 3% 0% 9
9 Operations Research & Management Science 25 3% 0% 7
10 Acoustics 18 2% 0% 5

Address terms



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 HBEREICH WIRT ORGAN WISSEN 121218 0% 100% 1
2 IST PLICAZ MATEMAT INFORMAZ 121218 0% 100% 1
3 QUANTITAT METHOD ECON 121218 0% 100% 1
4 UMR ANALYSES SYST BIOMETRIE 121218 0% 100% 1
5 UMR BIOMETRIE ANALYSE SYST 121218 0% 100% 1
6 UMR BIOMETRIE ANAL SYST 96972 1% 40% 2
7 QUANTITAT METHODS ECON 69053 3% 8% 7
8 C ITAL MORTGAGE INSURANCE CORP 60608 0% 50% 1
9 ELEC M2ESA 60608 0% 50% 1
10 ESTAT MATEMAT 60608 0% 50% 1

Journals



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 JOURNAL OF STATISTICAL PLANNING AND INFERENCE 31534 15% 1% 40
2 INSURANCE MATHEMATICS & ECONOMICS 12453 6% 1% 15
3 TEST 8429 2% 1% 6
4 COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 8279 9% 0% 24
5 ANNALS OF STATISTICS 7771 6% 0% 16
6 BAYESIAN ANALYSIS 7491 2% 1% 5
7 STATISTICS & PROBABILITY LETTERS 5902 7% 0% 19
8 INTERNATIONAL JOURNAL OF APPROXIMATE REASONING 4996 3% 1% 8
9 CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE 3465 2% 0% 6
10 SANKHYA-THE INDIAN JOURNAL OF STATISTICS SERIES B 2535 1% 1% 2

Author Key Words



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 BAYESIAN ROBUSTNESS 3510284 20% 55% 53 Search BAYESIAN+ROBUSTNESS Search BAYESIAN+ROBUSTNESS
2 DENSITY RATIO CLASS 1090965 3% 100% 9 Search DENSITY+RATIO+CLASS Search DENSITY+RATIO+CLASS
3 CLASS OF PRIORS 981866 3% 90% 9 Search CLASS+OF+PRIORS Search CLASS+OF+PRIORS
4 CLASSES OF PRIORS 981866 3% 90% 9 Search CLASSES+OF+PRIORS Search CLASSES+OF+PRIORS
5 CLASS OF LOSS FUNCTIONS 848528 3% 100% 7 Search CLASS+OF+LOSS+FUNCTIONS Search CLASS+OF+LOSS+FUNCTIONS
6 ROBUST BAYES 673426 4% 56% 10 Search ROBUST+BAYES Search ROBUST+BAYES
7 CLASS OF PRIOR DISTRIBUTIONS 484873 2% 100% 4 Search CLASS+OF+PRIOR+DISTRIBUTIONS Search CLASS+OF+PRIOR+DISTRIBUTIONS
8 POSTERIOR REGRET 484873 2% 100% 4 Search POSTERIOR+REGRET Search POSTERIOR+REGRET
9 BAYES ACTIONS 363655 1% 100% 3 Search BAYES+ACTIONS Search BAYES+ACTIONS
10 DENSITY BOUNDED CLASS 363655 1% 100% 3 Search DENSITY+BOUNDED+CLASS Search DENSITY+BOUNDED+CLASS

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 13752 IMPRECISE PROBABILITIES//NONPARAMETRIC PREDICTIVE INFERENCE//COHERENT LOWER PREVISIONS
2 30617 CHAIN LADDER//CLAIMS RESERVING//LOSS RESERVING
3 7202 BAYES FACTOR//INTRINSIC PRIORS//INTRINSIC BAYES FACTOR
4 34715 AUDIT SAMPLING//DOLLAR UNIT SAMPLING//MONETARY UNIT SAMPLING
5 38007 KATEDRA ELEKTROTECH ELEKT//L 1 IMPULSES//WYDZIAL INZYNIERII ELEKT KOMPUTEROWEJ
6 10967 MINIMAXITY//QUADRATIC LOSS//INADMISSIBILITY
7 21570 NATURAL EXPONENTIAL FAMILY//VARIANCE FUNCTION//MATSUMOTO YOR PROPERTY
8 19928 BAYES LINEAR METHODS//EXPERT JUDGMENT//EXPERT ELICITATION
9 38317 INEXACTIFICATION//BAYESIAN PHILOSOPHY//BAYESIANS ANIMALS AS INFORMAL
10 34887 STATISTICAL ADEQUACY//BAYESIAN EXPERIMENT//MIS SPECIFICATION TESTING

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