Class information for:
Level 1: GENERALIZED ESTIMATING EQUATIONS//MARGINAL MODEL//CORRELATED BINARY DATA

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
2988 2093 25.3 60%


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
2988 1                   GENERALIZED ESTIMATING EQUATIONS//MARGINAL MODEL//CORRELATED BINARY DATA 2093

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 GENERALIZED ESTIMATING EQUATIONS authKW 1335979 12% 37% 247
2 MARGINAL MODEL authKW 610878 5% 42% 99
3 CORRELATED BINARY DATA authKW 426925 3% 51% 57
4 CLUSTERED DATA authKW 403727 4% 34% 81
5 GENERALIZED LINEAR MIXED MODEL authKW 397726 6% 22% 126
6 PAIRWISE LIKELIHOOD authKW 306577 2% 62% 34
7 GEE authKW 269512 3% 35% 53
8 QUASI LIKELIHOOD authKW 267607 3% 26% 70
9 STATISTICS & PROBABILITY WoSSC 255506 84% 1% 1767
10 RANDOM EFFECTS authKW 247085 7% 12% 140

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 255506 84% 1% 1767
2 Mathematical & Computational Biology 77186 35% 1% 737
3 Medical Informatics 29106 15% 1% 306
4 Biology 6503 16% 0% 339
5 Computer Science, Interdisciplinary Applications 2936 11% 0% 222
6 Public, Environmental & Occupational Health 2531 15% 0% 319
7 Medicine, Research & Experimental 2105 13% 0% 267
8 Social Sciences, Mathematical Methods 1055 3% 0% 61
9 Mathematics, Interdisciplinary Applications 559 4% 0% 87
10 Psychology, Mathematical 200 1% 0% 16

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 BIOTECHNOL BIOMED ENGN 48320 1% 25% 13
2 I BIOSTAT 41988 1% 13% 22
3 STAT 41884 21% 1% 436
4 UNIV ZIEKENHUIZEN ST RAFAEL 29175 0% 100% 2
5 STAT OR 1 21213 0% 36% 4
6 BIOSTAT 19997 16% 0% 345
7 EPIDEMIOL BIOSTAT MC 922 19449 0% 67% 2
8 HIV AIDS PREVENT SURVEILLANCE EPIDEMIOL E48 19449 0% 67% 2
9 STUDY PROGRAM STAT 19449 0% 67% 2
10 VA EXCELLENCE CANANDAIGUA 19449 0% 67% 2

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 BIOMETRICS 166758 11% 5% 227
2 STATISTICS IN MEDICINE 135536 12% 4% 258
3 COMPUTATIONAL STATISTICS & DATA ANALYSIS 39597 6% 2% 116
4 BIOMETRIKA 38430 4% 3% 92
5 STATISTICAL MODELLING 36459 1% 9% 29
6 JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION 26743 3% 3% 69
7 BIOMETRICAL JOURNAL 22079 3% 3% 60
8 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 20579 4% 2% 83
9 JOURNAL OF APPLIED STATISTICS 18371 3% 2% 55
10 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS 18338 2% 3% 39

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 GENERALIZED ESTIMATING EQUATIONS 1335979 12% 37% 247 Search GENERALIZED+ESTIMATING+EQUATIONS Search GENERALIZED+ESTIMATING+EQUATIONS
2 MARGINAL MODEL 610878 5% 42% 99 Search MARGINAL+MODEL Search MARGINAL+MODEL
3 CORRELATED BINARY DATA 426925 3% 51% 57 Search CORRELATED+BINARY+DATA Search CORRELATED+BINARY+DATA
4 CLUSTERED DATA 403727 4% 34% 81 Search CLUSTERED+DATA Search CLUSTERED+DATA
5 GENERALIZED LINEAR MIXED MODEL 397726 6% 22% 126 Search GENERALIZED+LINEAR+MIXED+MODEL Search GENERALIZED+LINEAR+MIXED+MODEL
6 PAIRWISE LIKELIHOOD 306577 2% 62% 34 Search PAIRWISE+LIKELIHOOD Search PAIRWISE+LIKELIHOOD
7 GEE 269512 3% 35% 53 Search GEE Search GEE
8 QUASI LIKELIHOOD 267607 3% 26% 70 Search QUASI+LIKELIHOOD Search QUASI+LIKELIHOOD
9 RANDOM EFFECTS 247085 7% 12% 140 Search RANDOM+EFFECTS Search RANDOM+EFFECTS
10 QUASI LEAST SQUARES 239362 1% 86% 19 Search QUASI+LEAST+SQUARES Search QUASI+LEAST+SQUARES

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 ZIEGLER, A , KASTNER, C , BLETTNER, M , (1998) THE GENERALISED ESTIMATING EQUATIONS: AN ANNOTATED BIBLIOGRAPHY.BIOMETRICAL JOURNAL. VOL. 40. ISSUE 2. P. 115 -139 79 72% 60
2 VARIN, C , REID, N , FIRTH, D , (2011) AN OVERVIEW OF COMPOSITE LIKELIHOOD METHODS.STATISTICA SINICA. VOL. 21. ISSUE 1. P. 5 -42 47 55% 186
3 PENDERGAST, JF , GANGE, SJ , NEWTON, MA , LINDSTROM, MJ , PALTA, M , FISHER, MR , (1996) A SURVEY OF METHODS FOR ANALYZING CLUSTERED BINARY RESPONSE DATA.INTERNATIONAL STATISTICAL REVIEW. VOL. 64. ISSUE 1. P. 89-118 64 71% 158
4 SEAMAN, S , PAVLOU, M , COPAS, A , (2014) REVIEW OF METHODS FOR HANDLING CONFOUNDING BY CLUSTER AND INFORMATIVE CLUSTER SIZE IN CLUSTERED DATA.STATISTICS IN MEDICINE. VOL. 33. ISSUE 30. P. 5371 -5387 41 76% 4
5 WESTGATE, PM , (2014) IMPROVING THE CORRELATION STRUCTURE SELECTION APPROACH FOR GENERALIZED ESTIMATING EQUATIONS AND BALANCED LONGITUDINAL DATA.STATISTICS IN MEDICINE. VOL. 33. ISSUE 13. P. 2222-2237 31 89% 3
6 PERIN, J , PREISSER, JS , PHILLIPS, C , QAQISH, B , (2014) REGRESSION ANALYSIS OF CORRELATED ORDINAL DATA USING ORTHOGONALIZED RESIDUALS.BIOMETRICS. VOL. 70. ISSUE 4. P. 902 -909 30 88% 0
7 NOORAEE, N , MOLENBERGHS, G , VAN DEN HEUVEL, ER , (2014) GEE FOR LONGITUDINAL ORDINAL DATA: COMPARING R-GEEPACK, R-MULTGEE, R-REPOLR, SAS-GENMOD, SPSS-GENLIN.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 77. ISSUE . P. 70-83 31 82% 2
8 WESTGATE, PM , (2014) CRITERION FOR THE SIMULTANEOUS SELECTION OF A WORKING CORRELATION STRUCTURE AND EITHER GENERALIZED ESTIMATING EQUATIONS OR THE QUADRATIC INFERENCE FUNCTION APPROACH.BIOMETRICAL JOURNAL. VOL. 56. ISSUE 3. P. 461-476 29 83% 3
9 SUESSE, T , LIU, I , (2013) MODELLING STRATEGIES FOR REPEATED MULTIPLE RESPONSE DATA.INTERNATIONAL STATISTICAL REVIEW. VOL. 81. ISSUE 2. P. 230-248 32 73% 2
10 VARIN, C , (2008) ON COMPOSITE MARGINAL LIKELIHOODS.ASTA-ADVANCES IN STATISTICAL ANALYSIS. VOL. 92. ISSUE 1. P. 1 -28 38 55% 114

Classes with closest relation at Level 1


Rank Class id link
1 22265 CUB MODELS//ORDINAL REGRESSION//ORDINAL MODELS
2 11983 CLUSTER RANDOMIZED TRIAL//CLUSTER RANDOMIZATION//GROUP RANDOMIZED TRIAL
3 10005 ZERO INFLATION//OVERDISPERSION//ZERO INFLATED MODELS
4 4404 MULTIPLE IMPUTATION//MISSING DATA//PATTERN MIXTURE MODEL
5 22170 JOINT MODEL//SHARED PARAMETER MODEL//CONDITIONAL SCORE
6 15822 SMALL AREA ESTIMATION//FAY HERRIOT MODEL//NESTED ERROR REGRESSION MODEL
7 17341 GROWTH CURVE MODEL//PC PROGRAM//POLYNOMIAL GROWTH CURVES
8 27428 COVARIATE ADJUSTMENT//LINEAR MODELS EQUATING COVARIATE MEANS//RANDOMIZATION BASED NONPARAMETRIC COVARIANCE ADJUSTMENT
9 24818 FAMILIAL CORRELATIONS//STRUCTURE ON MEAN//INTERCLASS CORRELATION
10 32490 GIBBS RESAMPLING//AGGREGATED EXPLANATORY VARIABLES//BIVARIATE CONDITIONING APPROXIMATION

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