Class information for:
Level 1: GENERALIZED ESTIMATING EQUATIONS//QUASI LEAST SQUARES//MARGINAL MODEL

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
3963 1797 25.1 60%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
887 10737 MULTIPLE IMPUTATION//LIFETIME DATA ANALYSIS//STATISTICS IN MEDICINE

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 GENERALIZED ESTIMATING EQUATIONS Author keyword 77 36% 9% 170
2 QUASI LEAST SQUARES Author keyword 38 86% 1% 19
3 MARGINAL MODEL Author keyword 34 42% 3% 61
4 INFORMATIVE CLUSTER SIZE Author keyword 32 85% 1% 17
5 PAIRWISE LIKELIHOOD Author keyword 29 63% 2% 29
6 CORRELATED BINARY DATA Author keyword 24 41% 3% 45
7 CLUSTERED DATA Author keyword 20 28% 3% 62
8 GENERALIZED LINEAR MIXED MODELS Author keyword 19 26% 4% 64
9 MARGINAL MODELS Author keyword 19 41% 2% 35
10 RANDOM EFFECTS Author keyword 16 12% 7% 129

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 GENERALIZED ESTIMATING EQUATIONS 77 36% 9% 170 Search GENERALIZED+ESTIMATING+EQUATIONS Search GENERALIZED+ESTIMATING+EQUATIONS
2 QUASI LEAST SQUARES 38 86% 1% 19 Search QUASI+LEAST+SQUARES Search QUASI+LEAST+SQUARES
3 MARGINAL MODEL 34 42% 3% 61 Search MARGINAL+MODEL Search MARGINAL+MODEL
4 INFORMATIVE CLUSTER SIZE 32 85% 1% 17 Search INFORMATIVE+CLUSTER+SIZE Search INFORMATIVE+CLUSTER+SIZE
5 PAIRWISE LIKELIHOOD 29 63% 2% 29 Search PAIRWISE+LIKELIHOOD Search PAIRWISE+LIKELIHOOD
6 CORRELATED BINARY DATA 24 41% 3% 45 Search CORRELATED+BINARY+DATA Search CORRELATED+BINARY+DATA
7 CLUSTERED DATA 20 28% 3% 62 Search CLUSTERED+DATA Search CLUSTERED+DATA
8 GENERALIZED LINEAR MIXED MODELS 19 26% 4% 64 Search GENERALIZED+LINEAR+MIXED+MODELS Search GENERALIZED+LINEAR+MIXED+MODELS
9 MARGINAL MODELS 19 41% 2% 35 Search MARGINAL+MODELS Search MARGINAL+MODELS
10 RANDOM EFFECTS 16 12% 7% 129 Search RANDOM+EFFECTS Search RANDOM+EFFECTS

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 GEE 40 63% 2% 40
2 GENERALIZED ESTIMATING EQUATIONS 40 28% 7% 120
3 CORRELATED BINARY REGRESSION 39 64% 2% 38
4 GENERALIZED LINEAR MODELS 34 14% 13% 231
5 BINARY DATA 28 23% 6% 105
6 LINEAR MIXED MODELS 24 16% 7% 134
7 MULTIVARIATE BINARY DATA 17 75% 1% 12
8 WORKING CORRELATION STRUCTURE 15 82% 1% 9
9 LONGITUDINAL DATA ANALYSIS 15 11% 7% 131
10 BINARY RESPONSES 12 31% 2% 33

Journals

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
On composite marginal likelihoods 2008 87 69 49%
Statistical guidelines for the analysis of data obtained from one or both eyes 2013 22 49 22%
Regression models for ordinal responses: A review of methods and applications 1997 186 12 92%
Review of software to fit generalized estimating equation regression models 1999 206 12 42%
A survey of methods for analyzing clustered binary response data 1996 152 90 70%
A primer on common statistical errors in clinical ophthalmology 2010 6 9 67%
Statistical inference in generalized linear mixed models: A review 2006 33 44 61%
History of ordinal variables before 1980 2009 3 5 100%
Accounting for context in studies of health inequalities: a review and comparison of analytic approaches 2012 3 34 32%
Longitudinal data analysis (repeated measures) in clinical trials 1999 82 94 39%

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 I BIOSTAT 3 15% 1.1% 19
2 EPIDEMIOL BIOSTAT MC 922 2 67% 0.1% 2
3 HIV AIDS PREVENT SURVEILLANCE EPIDEMIOL E48 2 67% 0.1% 2
4 STUDY PROGRAM STAT 2 67% 0.1% 2
5 VA EXCELLENCE CANANDAIGUA 2 67% 0.1% 2
6 STAT OR 1 2 40% 0.2% 4
7 MED METHODOL HLTH 1 20% 0.2% 4
8 JMP LIFE SCI 1 33% 0.1% 2
9 BIOMETR 3 1 17% 0.2% 4
10 BIOMET DATA MANAGEMENT 1 50% 0.1% 1

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000157246 MULTIPLE IMPUTATION//MISSING DATA//PATTERN MIXTURE MODEL
2 0.0000153581 MODIFIED CHOLESKY DECOMPOSITION//STRUCTURE ON MEAN//ANTEDEPENDENCE
3 0.0000150792 CLUSTER RANDOMIZED TRIALS//CLUSTER RANDOMIZATION//GROUP RANDOMIZED TRIALS
4 0.0000130179 ZERO INFLATION//OVERDISPERSION//COUNT DATA
5 0.0000125767 MAXIMUM QUASI LIKELIHOOD ESTIMATOR//ROBUST LIKELIHOOD//LAW OF LIKELIHOOD
6 0.0000115257 BENCHMARK DOSE//INTRALITTER CORRELATION//EXCHANGEABLE BINARY DATA
7 0.0000100295 LOCAL INFLUENCE//LIKELIHOOD DISPLACEMENT//COOKS DISTANCE
8 0.0000078814 RESPONSE SELECTIVE SAMPLING//CASE COHORT DESIGN//OUTCOME DEPENDENT SAMPLING
9 0.0000076591 RECURRENT EVENTS//LIFETIME DATA ANALYSIS//FRAILTY MODEL
10 0.0000075002 PC PROGRAM//POLYNOMIAL GROWTH CURVES//GROWTH CURVE MODEL