Class information for:
Level 2: STATISTICS & PROBABILITY//STATISTICS IN MEDICINE//BIOMETRICS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
319 18302 26.6 58%


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
2358 1                   RECURRENT EVENTS//FRAILTY MODEL//COUNTING PROCESS 2271
2988 1                   GENERALIZED ESTIMATING EQUATIONS//MARGINAL MODEL//CORRELATED BINARY DATA 2093
4137 1                   CAUSAL INFERENCE//PRINCIPAL STRATIFICATION//MARGINAL STRUCTURAL MODELS 1839
4404 1                   MULTIPLE IMPUTATION//MISSING DATA//PATTERN MIXTURE MODEL 1791
4766 1                   PROPENSITY SCORE//OBSERVATIONAL STUDY//CAUSAL INFERENCE 1730
6595 1                   KAPLAN MEIER ESTIMATOR//RANDOM CENSORSHIP//PRODUCT LIMIT ESTIMATOR 1466
11637 1                   REGRESSION CALIBRATION//MISCLASSIFICATION//MEASUREMENT ERROR 965
12314 1                   COMPETING RISKS//MULTISTATE MODEL//CUMULATIVE INCIDENCE FUNCTION 915
13323 1                   EXPLAINED VARIATION//TUFTS CTSI//EXPLAINED RANDOMNESS 845
17094 1                   INTERVAL CENSORING//CURRENT STATUS DATA//INTERVAL CENSORED DATA 618
17140 1                   CASE COHORT DESIGN//OUTCOME DEPENDENT SAMPLING//RESPONSE SELECTIVE SAMPLING 615
18139 1                   SURROGATE ENDPOINT//SURROGATE OUTCOME//PRENTICE CRITERION 564
21529 1                   CURE RATE MODEL//CURE MODEL//LONG TERM SURVIVAL MODELS 415
21552 1                   MULTIPLE MATCHING//MANTEL HAENSZEL ESTIMATOR//HOSPITAL CONTROLS 414
22018 1                   ATTRIBUTABLE RISK//SUFFICIENT CAUSE//ATTRIBUTABLE FRACTION 397
22170 1                   JOINT MODEL//SHARED PARAMETER MODEL//CONDITIONAL SCORE 391
22265 1                   CUB MODELS//ORDINAL REGRESSION//ORDINAL MODELS 388
23272 1                   MASKED DATA//ASYMPTOTICALLY OPTIMAL//MISSING CAUSE OF FAILURE 352
27289 1                   LOG BINOMIAL MODEL//LOG BINOMIAL REGRESSION//PREVALENCE RATIO 233

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 STATISTICS & PROBABILITY WoSSC 1302185 65% 7% 11821
2 STATISTICS IN MEDICINE journal 919806 11% 28% 1988
3 BIOMETRICS journal 582906 7% 28% 1256
4 CAUSAL INFERENCE authKW 549928 3% 57% 575
5 MISSING DATA authKW 472320 4% 35% 820
6 MULTIPLE IMPUTATION authKW 448244 3% 59% 460
7 MATHEMATICAL & COMPUTATIONAL BIOLOGY WoSSC 419407 28% 5% 5093
8 LIFETIME DATA ANALYSIS journal 412092 2% 69% 358
9 COMPETING RISKS authKW 293347 2% 44% 397
10 GENERALIZED ESTIMATING EQUATIONS authKW 280473 2% 50% 335

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 1302185 65% 7% 11821
2 Mathematical & Computational Biology 419407 28% 5% 5093
3 Medical Informatics 212964 13% 5% 2450
4 Public, Environmental & Occupational Health 41726 20% 1% 3724
5 Biology 24499 11% 1% 1994
6 Medicine, Research & Experimental 15576 12% 1% 2167
7 Social Sciences, Mathematical Methods 15248 4% 1% 678
8 Health Care Sciences & Services 8803 5% 1% 933
9 Mathematics, Interdisciplinary Applications 5416 4% 1% 796
10 Computer Science, Interdisciplinary Applications 4404 5% 0% 879

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 STAT 183499 15% 4% 2710
2 BIOSTAT 169964 16% 4% 2975
3 I BIOSTAT 34453 0% 35% 59
4 STAT ACTUARIAL SCI 27015 1% 7% 244
5 EPIDEMIOL BIOSTAT MC923 23432 0% 94% 15
6 FREIBURG DATA ANAL MODELLING 20968 0% 55% 23
7 PUBL HLTH 19011 9% 1% 1615
8 MED BIOMETRY MED INFORMAT 18810 0% 14% 81
9 HLTH MANAGEMENT POLICY EVALUAT 15438 0% 40% 23
10 TUFTS CTSI 15148 0% 91% 10

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 919806 11% 28% 1988
2 BIOMETRICS 582906 7% 28% 1256
3 LIFETIME DATA ANALYSIS 412092 2% 69% 358
4 BIOMETRIKA 234256 4% 21% 672
5 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 137154 3% 13% 634
6 BIOSTATISTICS 116864 1% 30% 233
7 INTERNATIONAL JOURNAL OF BIOSTATISTICS 105965 1% 53% 121
8 STATISTICAL METHODS IN MEDICAL RESEARCH 93804 1% 28% 204
9 BIOMETRICAL JOURNAL 93218 2% 15% 365
10 SCANDINAVIAN JOURNAL OF STATISTICS 76766 1% 18% 254

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 CAUSAL INFERENCE 549928 3% 57% 575 Search CAUSAL+INFERENCE Search CAUSAL+INFERENCE
2 MISSING DATA 472320 4% 35% 820 Search MISSING+DATA Search MISSING+DATA
3 MULTIPLE IMPUTATION 448244 3% 59% 460 Search MULTIPLE+IMPUTATION Search MULTIPLE+IMPUTATION
4 COMPETING RISKS 293347 2% 44% 397 Search COMPETING+RISKS Search COMPETING+RISKS
5 GENERALIZED ESTIMATING EQUATIONS 280473 2% 50% 335 Search GENERALIZED+ESTIMATING+EQUATIONS Search GENERALIZED+ESTIMATING+EQUATIONS
6 INTERVAL CENSORING 255117 1% 72% 214 Search INTERVAL+CENSORING Search INTERVAL+CENSORING
7 PROPENSITY SCORE 243689 2% 37% 398 Search PROPENSITY+SCORE Search PROPENSITY+SCORE
8 COUNTING PROCESS 231963 1% 56% 249 Search COUNTING+PROCESS Search COUNTING+PROCESS
9 SURVIVAL ANALYSIS 229626 5% 17% 826 Search SURVIVAL+ANALYSIS Search SURVIVAL+ANALYSIS
10 ESTIMATING EQUATION 226051 2% 48% 285 Search ESTIMATING+EQUATION Search ESTIMATING+EQUATION

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 AUSTIN, PC , (2011) AN INTRODUCTION TO PROPENSITY SCORE METHODS FOR REDUCING THE EFFECTS OF CONFOUNDING IN OBSERVATIONAL STUDIES.MULTIVARIATE BEHAVIORAL RESEARCH. VOL. 46. ISSUE 3. P. 399 -424 58 92% 870
2 STUART, EA , (2010) MATCHING METHODS FOR CAUSAL INFERENCE: A REVIEW AND A LOOK FORWARD.STATISTICAL SCIENCE. VOL. 25. ISSUE 1. P. 1 -21 75 94% 519
3 MOONS, KGM , ALTMAN, DG , REITSMA, JB , IOANNIDIS, JPA , MACASKILL, P , STEYERBERG, EW , VICKERS, AJ , RANSOHOFF, DF , COLLINS, GS , (2015) TRANSPARENT REPORTING OF A MULTIVARIABLE PREDICTION MODEL FOR INDIVIDUAL PROGNOSIS OR DIAGNOSIS (TRIPOD): EXPLANATION AND ELABORATION.ANNALS OF INTERNAL MEDICINE. VOL. 162. ISSUE 1. P. W1 -W73 152 36% 114
4 OAKES, D , (2001) BIOMETRIKA CENTENARY: SURVIVAL ANALYSIS.BIOMETRIKA. VOL. 88. ISSUE 1. P. 99 -142 163 86% 27
5 WHITE, IR , ROYSTON, P , WOOD, AM , (2011) MULTIPLE IMPUTATION USING CHAINED EQUATIONS: ISSUES AND GUIDANCE FOR PRACTICE.STATISTICS IN MEDICINE. VOL. 30. ISSUE 4. P. 377 -399 37 93% 937
6 ENSOR, H , LEE, RJ , SUDLOW, C , WEIR, CJ , (2016) STATISTICAL APPROACHES FOR EVALUATING SURROGATE OUTCOMES IN CLINICAL TRIALS: A SYSTEMATIC REVIEW.JOURNAL OF BIOPHARMACEUTICAL STATISTICS. VOL. 26. ISSUE 5. P. 859 -879 89 95% 0
7 PREACHER, KJ , (2015) ADVANCES IN MEDIATION ANALYSIS: A SURVEY AND SYNTHESIS OF NEW DEVELOPMENTS.ANNUAL REVIEW OF PSYCHOLOGY, VOL 66. VOL. 66. ISSUE . P. 825 -852 71 75% 36
8 SCHAFER, JL , GRAHAM, JW , (2002) MISSING DATA: OUR VIEW OF THE STATE OF THE ART.PSYCHOLOGICAL METHODS. VOL. 7. ISSUE 2. P. 147 -177 33 89% 4138
9 GUO, SJ , ZENG, DL , (2014) AN OVERVIEW OF SEMIPARAMETRIC MODELS IN SURVIVAL ANALYSIS.JOURNAL OF STATISTICAL PLANNING AND INFERENCE. VOL. 151. ISSUE . P. 1 -16 74 100% 2
10 DING, JL , LU, TS , CAI, JW , ZHOU, HB , (2017) RECENT PROGRESSES IN OUTCOME-DEPENDENT SAMPLING WITH FAILURE TIME DATA.LIFETIME DATA ANALYSIS. VOL. 23. ISSUE 1. P. 57 -82 64 98% 0

Classes with closest relation at Level 2


Rank Class id link
1 1075 ADAPTIVE DESIGN//STATISTICS IN MEDICINE//STATISTICS & PROBABILITY
2 1916 DIRICHLET PROCESS//BAYESIAN NONPARAMETRICS//STATISTICS & PROBABILITY
3 189 STATISTICS & PROBABILITY//NONPARAMETRIC REGRESSION//ANNALS OF STATISTICS
4 2582 ROC CURVE//VERIFICATION BIAS//DIAGNOSTIC TESTS
5 2651 STEINS METHOD//ZERO INFLATION//POISSON APPROXIMATION
6 970 STATISTICS & PROBABILITY//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS//LOCAL INFLUENCE
7 2331 STATISTICS & PROBABILITY//ORDER RESTRICTED INFERENCE//ORDERED ALTERNATIVES
8 1137 ORDER STATISTICS//STATISTICS & PROBABILITY//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
9 2926 AUXILIARY INFORMATION//RANDOMIZED RESPONSE//STUDIES STAT
10 1563 LASSO//VARIABLE SELECTION//SLICED INVERSE REGRESSION

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