Class information for:
Level 1: COUPLING FROM THE PAST//MARKOV CHAIN MONTE CARLO//GEOMETRIC ERGODICITY

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
9821 1                   COUPLING FROM THE PAST//MARKOV CHAIN MONTE CARLO//GEOMETRIC ERGODICITY 1150

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COUPLING FROM THE PAST authKW 731238 3% 68% 39
2 MARKOV CHAIN MONTE CARLO authKW 706823 24% 9% 275
3 GEOMETRIC ERGODICITY authKW 631679 5% 39% 59
4 ADAPTIVE MARKOV CHAIN MONTE CARLO authKW 525715 2% 71% 27
5 PERFECT SAMPLING authKW 499426 2% 68% 27
6 PERFECT SIMULATION authKW 424902 3% 44% 35
7 ADAPTIVE MCMC authKW 415374 2% 63% 24
8 GIBBS SAMPLER authKW 362782 9% 13% 103
9 METROPOLIS ALGORITHM authKW 305128 4% 24% 46
10 METROPOLIS HASTINGS ALGORITHM authKW 304679 5% 19% 59

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 97350 70% 0% 810
2 Computer Science, Theory & Methods 899 8% 0% 95
3 Computer Science, Interdisciplinary Applications 807 8% 0% 89
4 Mathematics, Applied 510 10% 0% 110
5 Physics, Mathematical 369 6% 0% 65
6 Mathematical & Computational Biology 322 3% 0% 39
7 Mathematics, Interdisciplinary Applications 253 4% 0% 44
8 Social Sciences, Mathematical Methods 213 2% 0% 21
9 Mathematics 105 6% 0% 66
10 Computer Science, Artificial Intelligence 90 3% 0% 34

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 BCHS CHEM 54809 0% 100% 2
2 COMPUTAT SCI ENGN MATH PROGRAM 54809 0% 100% 2
3 STAT 49085 31% 1% 352
4 DEP INGN CIRCUITOS SISTEMAS 36538 0% 67% 2
5 DMS FMRP USP 36538 0% 67% 2
6 MATH SCI INSIGHT 36538 0% 67% 2
7 ALGEBRE GEOMETRIE THEORIE SPE ALE LR 11 ES 27404 0% 100% 1
8 B INP 27404 0% 100% 1
9 BIOINFORMAT GENOM INTEGRATINSERM 27404 0% 100% 1
10 COMP ENGN INT COMMUN 27404 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 STATISTICS AND COMPUTING 126258 6% 6% 71
2 JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 96514 5% 6% 60
3 ANNALS OF APPLIED PROBABILITY 50257 5% 3% 55
4 BERNOULLI 17768 3% 2% 29
5 STATISTICAL SCIENCE 17398 2% 3% 21
6 BAYESIAN ANALYSIS 13268 1% 3% 14
7 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY 12392 2% 2% 24
8 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 10792 4% 1% 44
9 ANNALS OF STATISTICS 8372 3% 1% 35
10 METHODOLOGY AND COMPUTING IN APPLIED PROBABILITY 7567 1% 2% 13

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 COUPLING FROM THE PAST 731238 3% 68% 39 Search COUPLING+FROM+THE+PAST Search COUPLING+FROM+THE+PAST
2 MARKOV CHAIN MONTE CARLO 706823 24% 9% 275 Search MARKOV+CHAIN+MONTE+CARLO Search MARKOV+CHAIN+MONTE+CARLO
3 GEOMETRIC ERGODICITY 631679 5% 39% 59 Search GEOMETRIC+ERGODICITY Search GEOMETRIC+ERGODICITY
4 ADAPTIVE MARKOV CHAIN MONTE CARLO 525715 2% 71% 27 Search ADAPTIVE+MARKOV+CHAIN+MONTE+CARLO Search ADAPTIVE+MARKOV+CHAIN+MONTE+CARLO
5 PERFECT SAMPLING 499426 2% 68% 27 Search PERFECT+SAMPLING Search PERFECT+SAMPLING
6 PERFECT SIMULATION 424902 3% 44% 35 Search PERFECT+SIMULATION Search PERFECT+SIMULATION
7 ADAPTIVE MCMC 415374 2% 63% 24 Search ADAPTIVE+MCMC Search ADAPTIVE+MCMC
8 GIBBS SAMPLER 362782 9% 13% 103 Search GIBBS+SAMPLER Search GIBBS+SAMPLER
9 METROPOLIS ALGORITHM 305128 4% 24% 46 Search METROPOLIS+ALGORITHM Search METROPOLIS+ALGORITHM
10 METROPOLIS HASTINGS ALGORITHM 304679 5% 19% 59 Search METROPOLIS+HASTINGS+ALGORITHM Search METROPOLIS+HASTINGS+ALGORITHM

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 25373 APPROXIMATE BAYESIAN COMPUTATION//LIKELIHOOD FREE INFERENCE//LIKELIHOOD FREE METHODS
3 5674 PARTICLE FILTER//SEQUENTIAL MONTE CARLO//NONLINEAR FILTERING
4 8004 BAYESIAN NONPARAMETRICS//DIRICHLET PROCESS//NONPARAMETRIC BAYES
5 28515 GHK SIMULATOR//GIBBS RESAMPLING//K NEAREST NEIGHBOR ESTIMATION
6 10627 DISEASE MAPPING//CONDITIONAL AUTOREGRESSIVE MODEL//AREAL DATA
7 9911 MARKOV RANDOM FIELD//ITERATIVE CONDITIONAL ESTIMATION//TRIPLET MARKOV CHAINS
8 14961 APPROXIMATE COUNTING//REACHABILITY ON SOLUTION SPACE//RANDOM STRUCTURES & ALGORITHMS
9 12911 LOGARITHMIC SOBOLEV INEQUALITY//SUPER POINCARE INEQUALITY//LOGARITHMIC SOBOLEV INEQUALITIES
10 18633 COVER TIME//CUTOFF PHENOMENON//BIRTH AND DEATH CHAINS

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