Class information for:
Level 1: GENERALIZED ESTIMATING EQUATIONS//MARGINAL MODEL//GENERALIZED LINEAR MIXED MODEL

Basic class information
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
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
23 3       STATISTICS & PROBABILITY//STAT//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 119395
329 2             STATISTICS & PROBABILITY//EMPIRICAL LIKELIHOOD//JOURNAL OF ECONOMETRICS 18402
3423 1                   GENERALIZED ESTIMATING EQUATIONS//MARGINAL MODEL//GENERALIZED LINEAR MIXED MODEL 2022

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 GENERALIZED ESTIMATING EQUATIONS authKW 1354786 12% 35% 246
2 MARGINAL MODEL authKW 583521 5% 39% 95
3 GENERALIZED LINEAR MIXED MODEL authKW 432572 6% 21% 131
4 CORRELATED BINARY DATA authKW 432467 3% 50% 56
5 CLUSTERED DATA authKW 326878 4% 29% 73
6 PAIRWISE LIKELIHOOD authKW 303049 2% 59% 33
7 RANDOM EFFECTS authKW 302499 8% 13% 153
8 INFORMATIVE CLUSTER SIZE authKW 301724 1% 88% 22
9 GEE authKW 282204 3% 34% 54
10 OVERDISPERSION authKW 261970 5% 16% 106

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 256259 86% 1% 1740
2 Mathematical & Computational Biology 71758 35% 1% 703
3 Medical Informatics 27177 14% 1% 293
4 Biology 6121 16% 0% 323
5 Computer Science, Interdisciplinary Applications 3056 11% 0% 223
6 Public, Environmental & Occupational Health 2238 15% 0% 298
7 Medicine, Research & Experimental 1798 12% 0% 246
8 Social Sciences, Mathematical Methods 1214 3% 0% 64
9 Mathematics, Interdisciplinary Applications 675 5% 0% 93
10 Psychology, Mathematical 450 1% 0% 23

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 STAT 44369 22% 1% 445
2 I BIOSTAT 36328 1% 11% 21
3 UNIV ZIEKENHUIZEN ST RAFAEL 31170 0% 100% 2
4 BIOSTAT 22889 18% 0% 367
5 STAT OR 1 22664 0% 36% 4
6 EPIDEMIOL BIOSTAT MC 922 20779 0% 67% 2
7 HIV AIDS PREVENT SURVEILLANCE EPIDEMIOL E48 20779 0% 67% 2
8 STUDY PROGRAM STAT 20779 0% 67% 2
9 VA EXCELLENCE CANANDAIGUA 20779 0% 67% 2
10 BIOMETR STAT SCI 16492 0% 18% 6

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 BIOMETRICS 154588 11% 5% 213
2 STATISTICS IN MEDICINE 123230 12% 3% 241
3 STATISTICAL MODELLING 43356 2% 9% 31
4 COMPUTATIONAL STATISTICS & DATA ANALYSIS 40712 6% 2% 115
5 BIOMETRIKA 39473 5% 3% 91
6 JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION 29498 4% 3% 72
7 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 20808 4% 2% 81
8 BIOMETRICAL JOURNAL 20137 3% 2% 56
9 JOURNAL OF APPLIED STATISTICS 18631 3% 2% 55
10 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS 17576 2% 3% 37

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 GENERALIZED ESTIMATING EQUATIONS 1354786 12% 35% 246 Search GENERALIZED+ESTIMATING+EQUATIONS Search GENERALIZED+ESTIMATING+EQUATIONS
2 MARGINAL MODEL 583521 5% 39% 95 Search MARGINAL+MODEL Search MARGINAL+MODEL
3 GENERALIZED LINEAR MIXED MODEL 432572 6% 21% 131 Search GENERALIZED+LINEAR+MIXED+MODEL Search GENERALIZED+LINEAR+MIXED+MODEL
4 CORRELATED BINARY DATA 432467 3% 50% 56 Search CORRELATED+BINARY+DATA Search CORRELATED+BINARY+DATA
5 CLUSTERED DATA 326878 4% 29% 73 Search CLUSTERED+DATA Search CLUSTERED+DATA
6 PAIRWISE LIKELIHOOD 303049 2% 59% 33 Search PAIRWISE+LIKELIHOOD Search PAIRWISE+LIKELIHOOD
7 RANDOM EFFECTS 302499 8% 13% 153 Search RANDOM+EFFECTS Search RANDOM+EFFECTS
8 INFORMATIVE CLUSTER SIZE 301724 1% 88% 22 Search INFORMATIVE+CLUSTER+SIZE Search INFORMATIVE+CLUSTER+SIZE
9 GEE 282204 3% 34% 54 Search GEE Search GEE
10 OVERDISPERSION 261970 5% 16% 106 Search OVERDISPERSION Search OVERDISPERSION

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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 22217 CUB MODELS//ORDINAL REGRESSION//ORDINAL MODELS
2 12258 CLUSTER RANDOMIZED TRIAL//CLUSTER RANDOMIZATION//GROUP RANDOMIZED TRIAL
3 3707 MULTIPLE IMPUTATION//MISSING DATA//PATTERN MIXTURE MODEL
4 9746 ZERO INFLATION//OVERDISPERSION//COUNT DATA
5 20549 MAXIMUM QUASI LIKELIHOOD ESTIMATOR//ROBUST LIKELIHOOD//ESTIMATING FUNCTION
6 31933 EPIDEMIOL BIOSTAT MC923//ALTERNATING PROJECTIONS METHOD//LOW RANK CORRELATION MATRIX
7 14708 SMALL AREA ESTIMATION//FAY HERRIOT MODEL//NESTED ERROR REGRESSION MODEL
8 33401 DEPENDENT MIXTURE MODEL//HMM WITH ADDITIVE WHITE GAUSSIAN NOISE//MIXED HIDDEN MARKOV MODELS
9 25006 FAMILIAL CORRELATIONS//STRUCTURE ON MEAN//INTERCLASS CORRELATION
10 28515 GHK SIMULATOR//GIBBS RESAMPLING//K NEAREST NEIGHBOR ESTIMATION

Go to start page