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

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
10560 1053 28.3 53%


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
10560 1                   BAYES FACTOR//INTRINSIC PRIORS//INTRINSIC BAYES FACTOR 1053

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 BAYES FACTOR authKW 1838354 20% 29% 215
2 INTRINSIC PRIORS authKW 1278276 4% 96% 46
3 INTRINSIC BAYES FACTOR authKW 774047 3% 86% 31
4 FRACTIONAL BAYES FACTOR authKW 479342 2% 72% 23
5 G PRIOR authKW 399945 2% 69% 20
6 POINT NULL HYPOTHESIS authKW 350032 1% 93% 13
7 BAYESIAN VARIABLE SELECTION authKW 293187 3% 34% 30
8 POSTERIOR PREDICTIVE P VALUE authKW 227323 1% 56% 14
9 BAYESIAN MODEL SELECTION authKW 223817 4% 20% 39
10 P VALUE authKW 216465 6% 11% 67

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 113307 79% 0% 835
2 Mathematical & Computational Biology 3205 10% 0% 109
3 Social Sciences, Mathematical Methods 2363 6% 0% 63
4 Mathematics, Interdisciplinary Applications 2202 11% 0% 113
5 Psychology, Mathematical 2007 3% 0% 34
6 Computer Science, Interdisciplinary Applications 467 6% 0% 66
7 Medical Informatics 440 3% 0% 28
8 Biology 321 6% 0% 59
9 Computer Science, Theory & Methods 128 4% 0% 39
10 Economics 43 3% 0% 34

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 PL STAT ECONOMETR 65235 1% 38% 6
2 STAT DECIS SCI 44056 2% 7% 21
3 STAT 34737 27% 0% 281
4 BIOINFO 32618 0% 38% 3
5 BIOMED DATA SCI INDIA 28997 0% 100% 1
6 BIOSTAT GRPCHUO KU 28997 0% 100% 1
7 BUSINESS BANKING GRP 28997 0% 100% 1
8 CREDIT RISK TEAM 28997 0% 100% 1
9 DIP STAT PROB STAT PL 28997 0% 100% 1
10 DIP STUDI GEOECON STAT STOR PER ANAL REG 28997 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 BAYESIAN ANALYSIS 109291 4% 10% 37
2 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 32628 7% 2% 74
3 STATISTICS AND COMPUTING 31170 3% 3% 33
4 JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 23238 3% 3% 28
5 STATISTICAL SCIENCE 17403 2% 3% 20
6 TEST 17140 2% 3% 17
7 AMERICAN STATISTICIAN 15105 3% 2% 30
8 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY 13422 2% 2% 24
9 STATISTICA SINICA 12659 3% 2% 28
10 JOURNAL OF STATISTICAL PLANNING AND INFERENCE 10442 4% 1% 47

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 BAYES FACTOR 1838354 20% 29% 215 Search BAYES+FACTOR Search BAYES+FACTOR
2 INTRINSIC PRIORS 1278276 4% 96% 46 Search INTRINSIC+PRIORS Search INTRINSIC+PRIORS
3 INTRINSIC BAYES FACTOR 774047 3% 86% 31 Search INTRINSIC+BAYES+FACTOR Search INTRINSIC+BAYES+FACTOR
4 FRACTIONAL BAYES FACTOR 479342 2% 72% 23 Search FRACTIONAL+BAYES+FACTOR Search FRACTIONAL+BAYES+FACTOR
5 G PRIOR 399945 2% 69% 20 Search G+PRIOR Search G+PRIOR
6 POINT NULL HYPOTHESIS 350032 1% 93% 13 Search POINT+NULL+HYPOTHESIS Search POINT+NULL+HYPOTHESIS
7 BAYESIAN VARIABLE SELECTION 293187 3% 34% 30 Search BAYESIAN+VARIABLE+SELECTION Search BAYESIAN+VARIABLE+SELECTION
8 POSTERIOR PREDICTIVE P VALUE 227323 1% 56% 14 Search POSTERIOR+PREDICTIVE+P+VALUE Search POSTERIOR+PREDICTIVE+P+VALUE
9 BAYESIAN MODEL SELECTION 223817 4% 20% 39 Search BAYESIAN+MODEL+SELECTION Search BAYESIAN+MODEL+SELECTION
10 P VALUE 216465 6% 11% 67 Search P+VALUE Search P+VALUE

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 CLYDE, M , GEORGE, EI , (2004) MODEL UNCERTAINTY.STATISTICAL SCIENCE. VOL. 19. ISSUE 1. P. 81-94 54 64% 161
2 MULDER, J , (2014) PRIOR ADJUSTED DEFAULT BAYES FACTORS FOR TESTING (IN)EQUALITY CONSTRAINED HYPOTHESES.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 71. ISSUE . P. 448 -463 22 92% 1
3 CONSONNI, G , FORSTER, JJ , LA ROCCA, L , (2013) THE WHETSTONE AND THE ALUM BLOCK: BALANCED OBJECTIVE BAYESIAN COMPARISON OF NESTED MODELS FOR DISCRETE DATA.STATISTICAL SCIENCE. VOL. 28. ISSUE 3. P. 398 -423 24 83% 2
4 GARCIA-DONATO, G , BAYARRI, MJ , BERGER, JO , FORTE, A , (2012) CRITERIA FOR BAYESIAN MODEL CHOICE WITH APPLICATION TO VARIABLE SELECTION.ANNALS OF STATISTICS. VOL. 40. ISSUE 3. P. 1550 -1577 19 95% 29
5 WANG, M , SUN, XQ , (2014) BAYES FACTOR CONSISTENCY FOR NESTED LINEAR MODELS WITH A GROWING NUMBER OF PARAMETERS.JOURNAL OF STATISTICAL PLANNING AND INFERENCE. VOL. 147. ISSUE . P. 95-105 19 100% 1
6 DELLAPORTAS, P , FORSTER, JJ , NTZOUFRAS, I , (2012) JOINT SPECIFICATION OF MODEL SPACE AND PARAMETER SPACE PRIOR DISTRIBUTIONS.STATISTICAL SCIENCE. VOL. 27. ISSUE 2. P. 232-246 26 76% 2
7 CHEN, MH , HUANG, L , IBRAHIM, JG , KIM, S , (2008) BAYESIAN VARIABLE SELECTION AND COMPUTATION FOR GENERALIZED LINEAR MODELS WITH CONJUGATE PRIORS.BAYESIAN ANALYSIS. VOL. 3. ISSUE 3. P. 585 -613 25 86% 10
8 WANG, M , SUN, XQ , (2014) BAYES FACTOR CONSISTENCY FOR ONE-WAY RANDOM EFFECTS MODEL.COMMUNICATIONS IN STATISTICS-THEORY AND METHODS. VOL. 43. ISSUE 23. P. 5072 -5090 20 95% 0
9 DELDOSSI, L , PAROLI, R , (2015) BAYESIAN VARIABLE SELECTION IN A CLASS OF MIXTURE MODELS FOR ORDINAL DATA: A COMPARATIVE STUDY.JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION. VOL. 85. ISSUE 10. P. 1926 -1944 24 77% 0
10 KASS, RE , RAFTERY, AE , (1995) BAYES FACTORS.JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION. VOL. 90. ISSUE 430. P. 773 -795 22 33% 5278

Classes with closest relation at Level 1


Rank Class id link
1 9220 MARKOV CHAIN MONTE CARLO//COUPLING FROM THE PAST//GEOMETRIC ERGODICITY
2 16817 AIC//MODEL SELECTION//MODEL AVERAGING
3 25624 BAYESIAN ROBUSTNESS//CLASS OF PRIORS//CLASSES OF PRIORS
4 34834 INEXACTIFICATION//BAYESIAN PHILOSOPHY//BAYESIANS ANIMALS AS INFORMAL
5 10226 DISEASE MAPPING//CONDITIONAL AUTOREGRESSIVE MODEL//GEOGRAPHIC EPIDEMIOLOGY
6 28014 MEAN FIELD VARIATIONAL BAYES//EXPECTATION PROPAGATION//VARIATIONAL BAYES
7 7897 DIRICHLET PROCESS//BAYESIAN NONPARAMETRICS//NONPARAMETRIC BAYES
8 27056 GENERALIZED QR DECOMPOSITION//SEEMINGLY UNRELATED REGRESSIONS//COVARIANCE ADJUSTED APPROACH
9 3308 LASSO//VARIABLE SELECTION//ORACLE PROPERTY
10 23412 BETA REGRESSION//DYNAMIC GENERALIZED LINEAR MODELS//SIMPLEX DISTRIBUTION

Go to start page