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

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
9220 1176 26.4 48%


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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
34 3       STATISTICS & PROBABILITY//STAT//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 105938
1916 2             DIRICHLET PROCESS//BAYESIAN NONPARAMETRICS//STATISTICS & PROBABILITY 5867
9220 1                   MARKOV CHAIN MONTE CARLO//COUPLING FROM THE PAST//GEOMETRIC ERGODICITY 1176

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 MARKOV CHAIN MONTE CARLO authKW 714861 24% 10% 278
2 COUPLING FROM THE PAST authKW 646239 3% 67% 37
3 GEOMETRIC ERGODICITY authKW 459334 4% 35% 51
4 ADAPTIVE MARKOV CHAIN MONTE CARLO authKW 427020 2% 66% 25
5 GIBBS SAMPLER authKW 409413 9% 14% 111
6 PERFECT SIMULATION authKW 389757 3% 44% 34
7 PERFECT SAMPLING authKW 383447 2% 62% 24
8 ADAPTIVE MCMC authKW 371195 2% 62% 23
9 METROPOLIS HASTINGS ALGORITHM authKW 326061 5% 20% 62
10 METROPOLIS ALGORITHM authKW 296901 4% 25% 46

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Statistics & Probability 104487 72% 0% 848
2 Computer Science, Theory & Methods 931 8% 0% 98
3 Computer Science, Interdisciplinary Applications 833 8% 0% 91
4 Social Sciences, Mathematical Methods 619 3% 0% 35
5 Mathematical & Computational Biology 394 4% 0% 43
6 Mathematics, Applied 321 8% 0% 92
7 Mathematics, Interdisciplinary Applications 222 4% 0% 42
8 Operations Research & Management Science 154 3% 0% 36
9 Engineering, Industrial 122 2% 0% 24
10 Physics, Mathematical 90 3% 0% 37

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 BCHS CHEM 51928 0% 100% 2
2 COMPUTAT SCI ENGN MATH PROGRAM 51928 0% 100% 2
3 STAT 48056 30% 1% 349
4 DMS FMRP USP 34617 0% 67% 2
5 FYLDE 26771 1% 6% 16
6 COMP ENGN INT COMMUN 25964 0% 100% 1
7 COORDINAT MATH 25964 0% 100% 1
8 CREDIT DECIS SCI TEAM 25964 0% 100% 1
9 DANISH OUR MARKET SUPPLEMENTARY PENS FUND 25964 0% 100% 1
10 DECORE 25964 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 STATISTICS AND COMPUTING 125708 6% 7% 70
2 JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 115757 6% 7% 66
3 ANNALS OF APPLIED PROBABILITY 45439 4% 3% 51
4 STATISTICAL SCIENCE 22443 2% 4% 24
5 ADVANCES IN ECONOMETRICS 18876 0% 18% 4
6 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 16102 5% 1% 55
7 BERNOULLI 11664 2% 2% 23
8 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY 11031 2% 2% 23
9 SCANDINAVIAN JOURNAL OF STATISTICS 8178 2% 2% 21
10 STATISTICS & PROBABILITY LETTERS 6853 4% 1% 44

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 MARKOV CHAIN MONTE CARLO 714861 24% 10% 278 Search MARKOV+CHAIN+MONTE+CARLO Search MARKOV+CHAIN+MONTE+CARLO
2 COUPLING FROM THE PAST 646239 3% 67% 37 Search COUPLING+FROM+THE+PAST Search COUPLING+FROM+THE+PAST
3 GEOMETRIC ERGODICITY 459334 4% 35% 51 Search GEOMETRIC+ERGODICITY Search GEOMETRIC+ERGODICITY
4 ADAPTIVE MARKOV CHAIN MONTE CARLO 427020 2% 66% 25 Search ADAPTIVE+MARKOV+CHAIN+MONTE+CARLO Search ADAPTIVE+MARKOV+CHAIN+MONTE+CARLO
5 GIBBS SAMPLER 409413 9% 14% 111 Search GIBBS+SAMPLER Search GIBBS+SAMPLER
6 PERFECT SIMULATION 389757 3% 44% 34 Search PERFECT+SIMULATION Search PERFECT+SIMULATION
7 PERFECT SAMPLING 383447 2% 62% 24 Search PERFECT+SAMPLING Search PERFECT+SAMPLING
8 ADAPTIVE MCMC 371195 2% 62% 23 Search ADAPTIVE+MCMC Search ADAPTIVE+MCMC
9 METROPOLIS HASTINGS ALGORITHM 326061 5% 20% 62 Search METROPOLIS+HASTINGS+ALGORITHM Search METROPOLIS+HASTINGS+ALGORITHM
10 METROPOLIS ALGORITHM 296901 4% 25% 46 Search METROPOLIS+ALGORITHM Search METROPOLIS+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.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 JOHNSON, AA , JONES, GL , NEATH, RC , (2013) COMPONENT-WISE MARKOV CHAIN MONTE CARLO: UNIFORM AND GEOMETRIC ERGODICITY UNDER MIXING AND COMPOSITION.STATISTICAL SCIENCE. VOL. 28. ISSUE 3. P. 360-375 35 90% 4
2 GREEN, PJ , LATUSZYNSKI, K , PEREYRA, M , ROBERT, CP , (2015) BAYESIAN COMPUTATION: A SUMMARY OF THE CURRENT STATE, AND SAMPLES BACKWARDS AND FORWARDS.STATISTICS AND COMPUTING. VOL. 25. ISSUE 4. P. 835 -862 58 46% 4
3 CRAIU, RV , ROSENTHAL, JS , (2014) BAYESIAN COMPUTATION VIA MARKOV CHAIN MONTE CARLO.ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 1. VOL. 1. ISSUE . P. 179-201 32 84% 2
4 LATUSZYNSKI, K , ROBERTS, GO , ROSENTHAL, JS , (2013) ADAPTIVE GIBBS SAMPLERS AND RELATED MCMC METHODS.ANNALS OF APPLIED PROBABILITY. VOL. 23. ISSUE 1. P. 66 -98 27 96% 12
5 LATUSZYNSKI, K , MIASOJEDOW, B , NIEMIRO, W , (2013) NONASYMPTOTIC BOUNDS ON THE ESTIMATION ERROR OF MCMC ALGORITHMS.BERNOULLI. VOL. 19. ISSUE 5A. P. 2033-2066 34 74% 10
6 CHEN, YX , KEYES, D , LAW, KJH , LTAIEF, H , (2016) ACCELERATED DIMENSION-INDEPENDENT ADAPTIVE METROPOLIS.SIAM JOURNAL ON SCIENTIFIC COMPUTING. VOL. 38. ISSUE 5. P. S539 -S565 32 76% 0
7 JONES, GL , ROBERTS, GO , ROSENTHAL, JS , (2014) CONVERGENCE OF CONDITIONAL METROPOLIS-HASTINGS SAMPLERS.ADVANCES IN APPLIED PROBABILITY. VOL. 46. ISSUE 2. P. 422-445 28 88% 2
8 CUI, TG , LAW, KJH , MARZOUK, YM , (2016) DIMENSION-INDEPENDENT LIKELIHOOD-INFORMED MCMC.JOURNAL OF COMPUTATIONAL PHYSICS. VOL. 304. ISSUE . P. 109 -137 22 73% 6
9 FORT, G , MOULINES, E , PRIOURET, P , (2011) CONVERGENCE OF ADAPTIVE AND INTERACTING MARKOV CHAIN MONTE CARLO ALGORITHMS.ANNALS OF STATISTICS. VOL. 39. ISSUE 6. P. 3262-3289 23 100% 23
10 JOHNSON, AA , JONES, GL , (2015) GEOMETRIC ERGODICITY OF RANDOM SCAN GIBBS SAMPLERS FOR HIERARCHICAL ONE-WAY RANDOM EFFECTS MODELS.JOURNAL OF MULTIVARIATE ANALYSIS. VOL. 140. ISSUE . P. 325 -342 23 96% 0

Classes with closest relation at Level 1


Rank Class id link
1 10560 BAYES FACTOR//INTRINSIC PRIORS//INTRINSIC BAYES FACTOR
2 32490 GIBBS RESAMPLING//AGGREGATED EXPLANATORY VARIABLES//BIVARIATE CONDITIONING APPROXIMATION
3 10288 PARTICLE FILTER//SEQUENTIAL MONTE CARLO//SEQUENTIAL MONTE CARLO METHODS
4 13634 MARKOV RANDOM FIELD//ITERATIVE CONDITIONAL ESTIMATION//TRIPLET MARKOV CHAINS
5 7897 DIRICHLET PROCESS//BAYESIAN NONPARAMETRICS//NONPARAMETRIC BAYES
6 10226 DISEASE MAPPING//CONDITIONAL AUTOREGRESSIVE MODEL//GEOGRAPHIC EPIDEMIOLOGY
7 28014 MEAN FIELD VARIATIONAL BAYES//EXPECTATION PROPAGATION//VARIATIONAL BAYES
8 24748 APPROXIMATE BAYESIAN COMPUTATION//LIKELIHOOD FREE INFERENCE//LIKELIHOOD FREE METHODS
9 4730 MIXTURE MODEL//MODEL BASED CLUSTERING//EM ALGORITHM
10 25891 CONDITIONAL SPECIFICATION//PEARSONS FAMILY//CONDITIONALLY SPECIFIED DISTRIBUTIONS

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