Class information for:
Level 1: DIRICHLET PROCESS//BAYESIAN NONPARAMETRICS//POSTERIOR CONSISTENCY

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
9163 1114 28.6 50%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
1409 7552 DIRICHLET PROCESS//MARKOV CHAIN MONTE CARLO//BAYESIAN NONPARAMETRICS

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 DIRICHLET PROCESS Author keyword 143 50% 18% 203
2 BAYESIAN NONPARAMETRICS Author keyword 135 66% 11% 125
3 POSTERIOR CONSISTENCY Author keyword 60 75% 4% 43
4 NONPARAMETRIC BAYES Author keyword 43 59% 4% 48
5 DEPENDENT DIRICHLET PROCESS Author keyword 28 81% 2% 17
6 TWO PARAMETER POISSON DIRICHLET PROCESS Author keyword 26 87% 1% 13
7 COMPLETELY RANDOM MEASURES Author keyword 24 91% 1% 10
8 NEUTRAL TO THE RIGHT PROCESS Author keyword 24 91% 1% 10
9 RANDOM PROBABILITY MEASURES Author keyword 23 86% 1% 12
10 PARTIAL EXCHANGEABILITY Author keyword 23 60% 2% 25

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 DIRICHLET PROCESS 143 50% 18% 203 Search DIRICHLET+PROCESS Search DIRICHLET+PROCESS
2 BAYESIAN NONPARAMETRICS 135 66% 11% 125 Search BAYESIAN+NONPARAMETRICS Search BAYESIAN+NONPARAMETRICS
3 POSTERIOR CONSISTENCY 60 75% 4% 43 Search POSTERIOR+CONSISTENCY Search POSTERIOR+CONSISTENCY
4 NONPARAMETRIC BAYES 43 59% 4% 48 Search NONPARAMETRIC+BAYES Search NONPARAMETRIC+BAYES
5 DEPENDENT DIRICHLET PROCESS 28 81% 2% 17 Search DEPENDENT+DIRICHLET+PROCESS Search DEPENDENT+DIRICHLET+PROCESS
6 TWO PARAMETER POISSON DIRICHLET PROCESS 26 87% 1% 13 Search TWO+PARAMETER+POISSON+DIRICHLET+PROCESS Search TWO+PARAMETER+POISSON+DIRICHLET+PROCESS
7 COMPLETELY RANDOM MEASURES 24 91% 1% 10 Search COMPLETELY+RANDOM+MEASURES Search COMPLETELY+RANDOM+MEASURES
8 NEUTRAL TO THE RIGHT PROCESS 24 91% 1% 10 Search NEUTRAL+TO+THE+RIGHT+PROCESS Search NEUTRAL+TO+THE+RIGHT+PROCESS
9 RANDOM PROBABILITY MEASURES 23 86% 1% 12 Search RANDOM+PROBABILITY+MEASURES Search RANDOM+PROBABILITY+MEASURES
10 PARTIAL EXCHANGEABILITY 23 60% 2% 25 Search PARTIAL+EXCHANGEABILITY Search PARTIAL+EXCHANGEABILITY

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 NONPARAMETRIC PROBLEMS 119 51% 15% 168
2 DIRICHLET PROCESS 54 60% 5% 58
3 DIRICHLET PROCESS MIXTURE 52 65% 4% 49
4 DIRICHLET PROCESS PRIOR 49 69% 4% 42
5 POLYA TREE DISTRIBUTIONS 46 70% 3% 38
6 DIRICHLET MIXTURES 45 90% 2% 19
7 PRIORS 41 19% 17% 191
8 DIRICHLET PROCESSES 39 52% 5% 53
9 STICK BREAKING PROCESSES 27 92% 1% 11
10 POSTERIOR CONSISTENCY 26 80% 1% 16

Journals


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 BAYESIAN ANALYSIS 8 15% 4% 49

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Nonparametric Bayesian data analysis 2004 151 95 62%
The Indian Buffet Process: An Introduction and Review 2011 32 19 53%
Bayesian nonparametric inference for random distributions and related functions 1999 99 59 64%
Bayesian nonparametric model selection and model testing 2006 20 65 29%
Probabilistic machine learning and artificial intelligence 2015 0 28 14%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 DIPARTIMENTO ECON POLIT METODI QUANTITAT 8 33% 1.7% 19
2 DIPARTIMENTO STAT MATEMAT PLICATA 4 25% 1.3% 15
3 IST METODI QUANTITAT 2 20% 0.7% 8
4 IAMI 1 21% 0.5% 6
5 BIOSTAT WB4 1 100% 0.2% 2
6 DIPARTIMENTO ECON POLIT METODI QUANTITATAVI 1 100% 0.2% 2
7 ICER 1 13% 0.9% 10
8 ELECT ENGN COMP ENGN INFORMAT 1 25% 0.4% 4
9 CARLO ALBERTO 1 11% 0.9% 10
10 DIPARTIMENTO STAT MATEMAT PL 1 30% 0.3% 3

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000173115 INTRINSIC PRIORS//BAYES FACTOR//INTRINSIC BAYES FACTOR
2 0.0000149380 DE FINETTI THEOREM//DEFINETTI THEOREM//KOLMOGOROV FELLER WEAK LAW OF LARGE NUMBERS
3 0.0000123270 COUPLING FROM THE PAST//ADAPTIVE MARKOV CHAIN MONTE CARLO//GEOMETRIC ERGODICITY
4 0.0000089351 MEAN FIELD VARIATIONAL BAYES//EXPECTATION PROPAGATION//GAUSSIAN PROCESSES MODEL
5 0.0000082808 MODEL BASED CLUSTERING//MIXTURE MODELS//NONPARAMETRIC MIXTURE
6 0.0000073686 BAYESIAN ROBUSTNESS//CLASS OF PRIORS//CLASSES OF PRIORS
7 0.0000068714 LEAST CONCAVE MAJORANT//MONOTONE DENSITY//CONCAVE MAJORANT
8 0.0000063614 WHITE NOISE MODEL//ADAPTIVE CURVE ESTIMATION//DENSITY DECONVOLUTION
9 0.0000061391 QUANTILE REGRESSION//ASYMMETRIC LAPLACE DISTRIBUTION//REGRESSION QUANTILES
10 0.0000056456 INTERVAL CENSORING//CURRENT STATUS DATA//INTERVAL CENSORED DATA