Class information for:
Level 1: CUB MODELS//ORDINAL REGRESSION//ORDINAL MODELS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
22265 388 24.5 43%


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
319 2             STATISTICS & PROBABILITY//STATISTICS IN MEDICINE//BIOMETRICS 18302
22265 1                   CUB MODELS//ORDINAL REGRESSION//ORDINAL MODELS 388

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 CUB MODELS authKW 885352 4% 75% 15
2 ORDINAL REGRESSION authKW 565012 9% 21% 34
3 ORDINAL MODELS authKW 404734 2% 86% 6
4 HOSMER LEMESHOW TEST authKW 350561 2% 64% 7
5 ORDINAL DATA authKW 280054 8% 11% 31
6 ORDINAL REGRESSION OR authKW 251834 1% 80% 4
7 CUB MODEL authKW 236096 1% 100% 3
8 RANDOM CUT POINT authKW 236096 1% 100% 3
9 PROPORTIONAL ODDS MODEL authKW 235086 6% 14% 22
10 ORDINAL CLASSIFICATION authKW 218593 3% 28% 10

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 19692 55% 0% 212
2 Medical Informatics 6884 16% 0% 64
3 Mathematical & Computational Biology 6148 23% 0% 90
4 Computer Science, Artificial Intelligence 808 12% 0% 48
5 Public, Environmental & Occupational Health 724 19% 0% 72
6 Social Sciences, Mathematical Methods 458 4% 0% 17
7 Medicine, Research & Experimental 435 13% 0% 52
8 Computer Science, Interdisciplinary Applications 217 7% 0% 27
9 Health Care Sciences & Services 134 4% 0% 17
10 Psychology, Mathematical 70 1% 0% 4

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 COMP SCI NUMER ANAL 91073 3% 9% 13
2 BIOSTAT EPIDEMIOL HLTH EVALUAT SCI 78699 0% 100% 1
3 BUSINESS ADM ETEA 78699 0% 100% 1
4 CCSSJJ 78699 0% 100% 1
5 CITIUS INVEST TECNOLOXIAS INFORMAC 78699 0% 100% 1
6 COMMUNITY BASED SOC HUMAN DEV HLTH 78699 0% 100% 1
7 CTED 78699 0% 100% 1
8 DATA MIN USER MODELING GRP 78699 0% 100% 1
9 DIPARTIMENTO AGR AMBIENTE ALIMENTAZ 78699 0% 100% 1
10 DIPARTIMENTO TEOMESUS 78699 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 IN MEDICINE 27464 13% 1% 50
2 STATA JOURNAL 11030 2% 2% 8
3 ADVANCES IN DATA ANALYSIS AND CLASSIFICATION 6654 1% 2% 4
4 BIOMETRICAL JOURNAL 6492 4% 1% 14
5 CONTEMPORARY DRUG PROBLEMS 6052 0% 8% 1
6 CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE 5144 2% 1% 9
7 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS 3186 2% 1% 7
8 COMPUTATIONAL STATISTICS & DATA ANALYSIS 2672 3% 0% 13
9 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2653 2% 1% 6
10 STATISTICAL METHODS AND APPLICATIONS 2579 1% 1% 3

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 CUB MODELS 885352 4% 75% 15 Search CUB+MODELS Search CUB+MODELS
2 ORDINAL REGRESSION 565012 9% 21% 34 Search ORDINAL+REGRESSION Search ORDINAL+REGRESSION
3 ORDINAL MODELS 404734 2% 86% 6 Search ORDINAL+MODELS Search ORDINAL+MODELS
4 HOSMER LEMESHOW TEST 350561 2% 64% 7 Search HOSMER+LEMESHOW+TEST Search HOSMER+LEMESHOW+TEST
5 ORDINAL DATA 280054 8% 11% 31 Search ORDINAL+DATA Search ORDINAL+DATA
6 ORDINAL REGRESSION OR 251834 1% 80% 4 Search ORDINAL+REGRESSION+OR Search ORDINAL+REGRESSION+OR
7 CUB MODEL 236096 1% 100% 3 Search CUB+MODEL Search CUB+MODEL
8 RANDOM CUT POINT 236096 1% 100% 3 Search RANDOM+CUT+POINT Search RANDOM+CUT+POINT
9 PROPORTIONAL ODDS MODEL 235086 6% 14% 22 Search PROPORTIONAL+ODDS+MODEL Search PROPORTIONAL+ODDS+MODEL
10 ORDINAL CLASSIFICATION 218593 3% 28% 10 Search ORDINAL+CLASSIFICATION Search ORDINAL+CLASSIFICATION

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 GUTIERREZ, PA , PEREZ-ORTIZ, M , SANCHEZ-MONEDERO, J , FERNANDEZ-NAVARRO, F , HERVAS-MARTINEZ, C , (2016) ORDINAL REGRESSION METHODS: SURVEY AND EXPERIMENTAL STUDY.IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. VOL. 28. ISSUE 1. P. 127 -146 35 58% 3
2 VAITHEESWARAN, K , SUBBIAH, M , RAMAKRISHNAN, R , KANNAN, T , (2016) A COMPARISON OF ORDINAL LOGISTIC REGRESSION MODELS USING CLASSICAL AND BAYESIAN APPROACHES IN AN ANALYSIS OF FACTORS ASSOCIATED WITH DIABETIC RETINOPATHY.JOURNAL OF APPLIED STATISTICS. VOL. 43. ISSUE 12. P. 2254 -2260 19 100% 0
3 BENDER, R , BENNER, A , (2000) CALCULATING ORDINAL REGRESSION MODELS IN SAS AND S-PLUS.BIOMETRICAL JOURNAL. VOL. 42. ISSUE 6. P. 677-699 21 88% 49
4 FERNANDEZ, D , LIU, I , (2016) A GOODNESS-OF-FIT TEST FOR THE ORDERED STEREOTYPE MODEL.STATISTICS IN MEDICINE. VOL. 35. ISSUE 25. P. 4660 -4696 15 83% 0
5 DAS, S , RAHMAN, RM , (2011) APPLICATION OF ORDINAL LOGISTIC REGRESSION ANALYSIS IN DETERMINING RISK FACTORS OF CHILD MALNUTRITION IN BANGLADESH.NUTRITION JOURNAL. VOL. 10. ISSUE . P. - 18 75% 7
6 IANNARIO, M , PICCOLO, D , (2016) A GENERALIZED FRAMEWORK FOR MODELLING ORDINAL DATA.STATISTICAL METHODS AND APPLICATIONS. VOL. 25. ISSUE 2. P. 163 -189 11 79% 2
7 DOLGUN, A , SARACBASI, O , (2014) ASSESSING PROPORTIONALITY ASSUMPTION IN THE ADJACENT CATEGORY LOGISTIC REGRESSION MODEL.STATISTICS AND ITS INTERFACE. VOL. 7. ISSUE 2. P. 275-295 13 76% 0
8 SANCHEZ-MONEDERO, J , GUTIERREZ, PA , TINO, P , HERVAS-MARTINEZ, C , (2013) EXPLOITATION OF PAIRWISE CLASS DISTANCES FOR ORDINAL CLASSIFICATION.NEURAL COMPUTATION. VOL. 25. ISSUE 9. P. 2450 -2485 14 67% 6
9 GUTIERREZ, PA , TINO, P , HERVAS-MARTINEZ, C , (2014) ORDINAL REGRESSION NEURAL NETWORKS BASED ON CONCENTRIC HYPERSPHERES.NEURAL NETWORKS. VOL. 59. ISSUE . P. 51 -60 14 67% 1
10 ABREU, MNS , SIQUEIRA, AL , CAIAFFA, WT , (2009) ORDINAL LOGISTIC REGRESSION IN EPIDEMIOLOGICAL STUDIES.REVISTA DE SAUDE PUBLICA. VOL. 43. ISSUE 1. P. 183 -194 10 100% 16

Classes with closest relation at Level 1


Rank Class id link
1 29602 PLUG IN POWER ESTIMATION//EXACT P VALUES//28 DAY REPEATED TOXICITY STUDY
2 2988 GENERALIZED ESTIMATING EQUATIONS//MARGINAL MODEL//CORRELATED BINARY DATA
3 27428 COVARIATE ADJUSTMENT//LINEAR MODELS EQUATING COVARIATE MEANS//RANDOMIZATION BASED NONPARAMETRIC COVARIANCE ADJUSTMENT
4 30480 LOGICAL ANALYSIS OF DATA//LOGICAL ANALYSIS OF DATA LAD//MONOTONE CLASSIFICATION
5 12691 CONFIDENCE CIRCLES//BIVARIATE MOMENT DECOMPOSITION//NON SYMMETRICAL CORRESPONDENCE ANALYSIS
6 21552 MULTIPLE MATCHING//MANTEL HAENSZEL ESTIMATOR//HOSPITAL CONTROLS
7 17140 CASE COHORT DESIGN//OUTCOME DEPENDENT SAMPLING//RESPONSE SELECTIVE SAMPLING
8 13323 EXPLAINED VARIATION//TUFTS CTSI//EXPLAINED RANDOMNESS
9 27289 LOG BINOMIAL MODEL//LOG BINOMIAL REGRESSION//PREVALENCE RATIO
10 11238 LOCAL INFLUENCE//BIRNBAUM SAUNDERS DISTRIBUTION//INFLUENTIAL OBSERVATIONS

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