Class information for:
Level 1: JOINT MODEL//SHARED PARAMETER MODEL//CONDITIONAL SCORE

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
22170 391 28.3 69%


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
22170 1                   JOINT MODEL//SHARED PARAMETER MODEL//CONDITIONAL SCORE 391

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 JOINT MODEL authKW 2820588 28% 33% 110
2 SHARED PARAMETER MODEL authKW 605809 4% 48% 16
3 CONDITIONAL SCORE authKW 269970 3% 31% 11
4 LONGITUDINAL DATA authKW 243626 18% 4% 71
5 DYNAMIC PREDICTIONS authKW 234284 1% 100% 3
6 JOINT LONGITUDINAL AND SURVIVAL MODEL authKW 234284 1% 100% 3
7 MULTIPLE LONGITUDINAL OUTCOMES authKW 175712 1% 75% 3
8 ANTIBODY IGG TITERS authKW 156189 1% 100% 2
9 ANTIBODY IGM TITERS authKW 156189 1% 100% 2
10 BREAST CANCER CLINICAL TRIAL authKW 156189 1% 100% 2

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 48875 85% 0% 334
2 Mathematical & Computational Biology 29993 51% 0% 198
3 Medical Informatics 15790 25% 0% 97
4 Biology 1123 16% 0% 61
5 Public, Environmental & Occupational Health 1108 23% 0% 88
6 Medicine, Research & Experimental 1100 20% 0% 80
7 Health Care Sciences & Services 282 6% 0% 24
8 Mathematics, Interdisciplinary Applications 116 4% 0% 17
9 Computer Science, Interdisciplinary Applications 109 5% 0% 20
10 Social Sciences, Mathematical Methods 93 2% 0% 8

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 CLIN BIO STAT 78095 0% 100% 1
2 CPHA 78095 0% 100% 1
3 GERIATRMEMORY IMPAIRMENT NEURODEGENERAT DI 78095 0% 100% 1
4 INSERM EPIDEMIOL BIOSTAT U1912 78095 0% 100% 1
5 INVEST MODELAMIENTO FENOMENOS ALEATORIOS CI 78095 0% 100% 1
6 KF STAT CONSULTING CO 78095 0% 100% 1
7 MED COUNCIL LIFELONG HLTH AGEING UNIT 78095 0% 100% 1
8 RD PROFESS DIAGNOST 78095 0% 100% 1
9 SERV BIOSTAT EPIDEMIOL GUSTAVE ROUSSYCESP 78095 0% 100% 1
10 SPANISH BRANCH EUROPEAN RANDOMIZED STUDY SCREENIN 78095 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 69862 20% 1% 80
2 BIOMETRICS 52435 14% 1% 55
3 BIOSTATISTICS 29202 4% 2% 17
4 STATISTICAL METHODS IN MEDICAL RESEARCH 27095 4% 2% 16
5 JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS 10927 3% 1% 13
6 LIFETIME DATA ANALYSIS 9633 2% 2% 8
7 STATISTICS AND ITS INTERFACE 8990 2% 2% 7
8 JOURNAL OF APPLIED STATISTICS 7328 4% 1% 15
9 STATISTICAL MODELLING 5801 1% 1% 5
10 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 5781 5% 0% 19

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 JOINT MODEL 2820588 28% 33% 110 Search JOINT+MODEL Search JOINT+MODEL
2 SHARED PARAMETER MODEL 605809 4% 48% 16 Search SHARED+PARAMETER+MODEL Search SHARED+PARAMETER+MODEL
3 CONDITIONAL SCORE 269970 3% 31% 11 Search CONDITIONAL+SCORE Search CONDITIONAL+SCORE
4 LONGITUDINAL DATA 243626 18% 4% 71 Search LONGITUDINAL+DATA Search LONGITUDINAL+DATA
5 DYNAMIC PREDICTIONS 234284 1% 100% 3 Search DYNAMIC+PREDICTIONS Search DYNAMIC+PREDICTIONS
6 JOINT LONGITUDINAL AND SURVIVAL MODEL 234284 1% 100% 3 Search JOINT+LONGITUDINAL+AND+SURVIVAL+MODEL Search JOINT+LONGITUDINAL+AND+SURVIVAL+MODEL
7 MULTIPLE LONGITUDINAL OUTCOMES 175712 1% 75% 3 Search MULTIPLE+LONGITUDINAL+OUTCOMES Search MULTIPLE+LONGITUDINAL+OUTCOMES
8 ANTIBODY IGG TITERS 156189 1% 100% 2 Search ANTIBODY+IGG+TITERS Search ANTIBODY+IGG+TITERS
9 ANTIBODY IGM TITERS 156189 1% 100% 2 Search ANTIBODY+IGM+TITERS Search ANTIBODY+IGM+TITERS
10 BREAST CANCER CLINICAL TRIAL 156189 1% 100% 2 Search BREAST+CANCER+CLINICAL+TRIAL Search BREAST+CANCER+CLINICAL+TRIAL

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 HICKEY, GL , PHILIPSON, P , JORGENSEN, A , KOLAMUNNAGE-DONA, R , (2016) JOINT MODELLING OF TIME-TO-EVENT AND MULTIVARIATE LONGITUDINAL OUTCOMES: RECENT DEVELOPMENTS AND ISSUES.BMC MEDICAL RESEARCH METHODOLOGY. VOL. 16. ISSUE . P. - 44 69% 0
2 MCCRINK, LM , MARSHALL, AH , CAIRNS, KJ , (2013) ADVANCES IN JOINT MODELLING: A REVIEW OF RECENT DEVELOPMENTS WITH APPLICATION TO THE SURVIVAL OF END STAGE RENAL DISEASE PATIENTS.INTERNATIONAL STATISTICAL REVIEW. VOL. 81. ISSUE 2. P. 249-269 29 63% 3
3 YANG, LL , YU, MG , GAO, SJ , (2016) JOINT MODELS FOR MULTIPLE LONGITUDINAL PROCESSES AND TIME-TO-EVENT OUTCOME.JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION. VOL. 86. ISSUE 18. P. 3682 -3700 26 63% 0
4 YUEN, HP , MACKINNON, A , (2016) PERFORMANCE OF JOINT MODELLING OF TIME-TO-EVENT DATA WITH TIME-DEPENDENT PREDICTORS: AN ASSESSMENT BASED ON TRANSITION TO PSYCHOSIS DATA.PEERJ. VOL. 4. ISSUE . P. - 22 73% 0
5 SUDELL, M , KOLAMUNNAGE-DONA, R , TUDUR-SMITH, C , (2016) JOINT MODELS FOR LONGITUDINAL AND TIME-TO-EVENT DATA: A REVIEW OF REPORTING QUALITY WITH A VIEW TO META-ANALYSIS.BMC MEDICAL RESEARCH METHODOLOGY. VOL. 16. ISSUE . P. - 35 46% 0
6 RIZOPOULOS, D , (2010) JM: AN R PACKAGE FOR THE JOINT MODELLING OF LONGITUDINAL AND TIME-TO-EVENT DATA.JOURNAL OF STATISTICAL SOFTWARE. VOL. 35. ISSUE 9. P. 1-33 16 94% 72
7 MUSORO, JZ , GESKUS, RB , ZWINDERMAN, AH , (2015) A JOINT MODEL FOR REPEATED EVENTS OF DIFFERENT TYPES AND MULTIPLE LONGITUDINAL OUTCOMES WITH APPLICATION TO A FOLLOW-UP STUDY OF PATIENTS AFTER KIDNEY TRANSPLANT.BIOMETRICAL JOURNAL. VOL. 57. ISSUE 2. P. 185 -200 20 77% 1
8 RIZOPOULOS, D , (2012) FAST FITTING OF JOINT MODELS FOR LONGITUDINAL AND EVENT TIME DATA USING A PSEUDO-ADAPTIVE GAUSSIAN QUADRATURE RULE.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 56. ISSUE 3. P. 491 -501 21 72% 16
9 IBRAHIM, JG , CHU, HT , CHEN, LM , (2010) BASIC CONCEPTS AND METHODS FOR JOINT MODELS OF LONGITUDINAL AND SURVIVAL DATA.JOURNAL OF CLINICAL ONCOLOGY. VOL. 28. ISSUE 16. P. 2796 -2801 20 74% 52
10 ZHU, HT , IBRAHIM, JG , CHI, YY , TANG, NS , (2012) BAYESIAN INFLUENCE MEASURES FOR JOINT MODELS FOR LONGITUDINAL AND SURVIVAL DATA.BIOMETRICS. VOL. 68. ISSUE 3. P. 954-964 21 75% 5

Classes with closest relation at Level 1


Rank Class id link
1 11637 REGRESSION CALIBRATION//MISCLASSIFICATION//MEASUREMENT ERROR
2 4404 MULTIPLE IMPUTATION//MISSING DATA//PATTERN MIXTURE MODEL
3 21529 CURE RATE MODEL//CURE MODEL//LONG TERM SURVIVAL MODELS
4 18139 SURROGATE ENDPOINT//SURROGATE OUTCOME//PRENTICE CRITERION
5 2358 RECURRENT EVENTS//FRAILTY MODEL//COUNTING PROCESS
6 2988 GENERALIZED ESTIMATING EQUATIONS//MARGINAL MODEL//CORRELATED BINARY DATA
7 11664 SKEW NORMAL DISTRIBUTION//SKEW NORMAL//SKEW SYMMETRIC DISTRIBUTION
8 34428 GRADE OF MEMBERSHIP//GRADE OF MEMBERSHIP ANALYSIS//DEMOG STUDIES
9 13323 EXPLAINED VARIATION//TUFTS CTSI//EXPLAINED RANDOMNESS
10 12314 COMPETING RISKS//MULTISTATE MODEL//CUMULATIVE INCIDENCE FUNCTION

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