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

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
726 2             STATISTICS & PROBABILITY//STATISTICS IN MEDICINE//MULTIPLE IMPUTATION 13119
2858 1                   RECURRENT EVENTS//FRAILTY MODEL//COUNTING PROCESS 2161
3707 1                   MULTIPLE IMPUTATION//MISSING DATA//PATTERN MIXTURE MODEL 1959
4846 1                   KAPLAN MEIER ESTIMATOR//CENSORED DATA//PRODUCT LIMIT ESTIMATOR 1742
11135 1                   EXPLAINED VARIATION//TUFTS CTSI//DICHOTOMIZATION 1032
11635 1                   REGRESSION CALIBRATION//MEASUREMENT ERROR//MISCLASSIFICATION 993
12414 1                   COMPETING RISKS//CUMULATIVE INCIDENCE FUNCTION//MULTISTATE MODEL 938
15828 1                   CASE COHORT DESIGN//OUTCOME DEPENDENT SAMPLING//MISSING COVARIATES 716
18295 1                   INTERVAL CENSORING//CURRENT STATUS DATA//INTERVAL CENSORED DATA 583
18597 1                   CESSATION LAG//MVK MODEL//CLONAL GROWTH MODEL 568
19162 1                   SURROGATE ENDPOINT//PROGRESSION FREE SURVIVAL//POST PROGRESSION SURVIVAL 541
21777 1                   ATTRIBUTABLE FRACTION//ATTRIBUTABLE RISK//SUFFICIENT CAUSE 429
21867 1                   CURE RATE MODEL//CURE MODEL//LONG TERM SURVIVAL MODELS 426
24710 1                   MASKED DATA//ASYMPTOTICALLY OPTIMAL//MASKING PROBABILITY 327
24724 1                   NON DETECTS//LEFT CENSORED DATA//BELOW DETECTION DATA 326
28829 1                   Q TWIST//QUALITY ADJUSTED SURVIVAL TIME//QUALITY ADJUSTED LIFETIME 217
36922 1                   CLINICAL EVENTS COMMITTEE//ENDPOINT ADJUDICATION//EVENT ADJUDICATION 91
38075 1                   COMPARATIVE MORTALITY FIGURE//BREAST CANCER DISEASE PREVENTION//COMPUTING PROSPECTIVE STUDIES 70

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 STATISTICS & PROBABILITY WoSSC 977080 66% 5% 8672
2 STATISTICS IN MEDICINE journal 665652 11% 19% 1427
3 MULTIPLE IMPUTATION authKW 614547 4% 55% 465
4 LIFETIME DATA ANALYSIS journal 551450 3% 66% 350
5 MISSING DATA authKW 499330 5% 29% 720
6 COMPETING RISKS authKW 466382 3% 45% 433
7 BIOMETRICS journal 410689 7% 19% 885
8 INTERVAL CENSORING authKW 372242 2% 71% 220
9 CENSORED DATA authKW 311570 3% 39% 331
10 COUNTING PROCESS authKW 310611 2% 53% 243

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 977080 66% 5% 8672
2 Mathematical & Computational Biology 303653 28% 4% 3692
3 Medical Informatics 150014 13% 4% 1755
4 Public, Environmental & Occupational Health 27904 20% 1% 2601
5 Biology 20934 12% 1% 1549
6 Medicine, Research & Experimental 11241 12% 0% 1570
7 Health Care Sciences & Services 5645 5% 0% 641
8 Mathematics, Interdisciplinary Applications 5571 5% 0% 672
9 Social Sciences, Mathematical Methods 5425 3% 1% 348
10 Computer Science, Interdisciplinary Applications 2806 5% 0% 602

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 STAT 132375 15% 3% 1967
2 BIOSTAT 123883 17% 2% 2178
3 FREIBURG DATA ANAL MODELLING 28838 0% 52% 23
4 STAT ACTUARIAL SCI 28059 2% 6% 212
5 TUFTS CTSI 20000 0% 83% 10
6 MED BIOMETRY MED INFORMAT 19949 1% 12% 70
7 I BIOSTAT 19256 0% 21% 39
8 STAT MED 13977 1% 8% 72
9 BIOSTAT BRANCH 12585 1% 5% 97
10 PUBL HLTH 11738 8% 1% 1098

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 STATISTICS IN MEDICINE 665652 11% 19% 1427
2 LIFETIME DATA ANALYSIS 551450 3% 66% 350
3 BIOMETRICS 410689 7% 19% 885
4 BIOMETRIKA 176954 4% 15% 491
5 BIOSTATISTICS 93733 1% 22% 178
6 SCANDINAVIAN JOURNAL OF STATISTICS 85297 2% 16% 226
7 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 84826 3% 9% 417
8 STATISTICAL METHODS IN MEDICAL RESEARCH 68838 1% 19% 154
9 BIOMETRICAL JOURNAL 65730 2% 11% 258
10 COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 60761 4% 6% 464

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 MULTIPLE IMPUTATION 614547 4% 55% 465 Search MULTIPLE+IMPUTATION Search MULTIPLE+IMPUTATION
2 MISSING DATA 499330 5% 29% 720 Search MISSING+DATA Search MISSING+DATA
3 COMPETING RISKS 466382 3% 45% 433 Search COMPETING+RISKS Search COMPETING+RISKS
4 INTERVAL CENSORING 372242 2% 71% 220 Search INTERVAL+CENSORING Search INTERVAL+CENSORING
5 CENSORED DATA 311570 3% 39% 331 Search CENSORED+DATA Search CENSORED+DATA
6 COUNTING PROCESS 310611 2% 53% 243 Search COUNTING+PROCESS Search COUNTING+PROCESS
7 SURVIVAL ANALYSIS 301878 6% 16% 813 Search SURVIVAL+ANALYSIS Search SURVIVAL+ANALYSIS
8 RECURRENT EVENTS 297722 1% 65% 191 Search RECURRENT+EVENTS Search RECURRENT+EVENTS
9 CENSORING 284708 2% 41% 292 Search CENSORING Search CENSORING
10 PROPORTIONAL HAZARDS MODEL 280106 2% 49% 238 Search PROPORTIONAL+HAZARDS+MODEL Search PROPORTIONAL+HAZARDS+MODEL

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 2


rank cluster_id2 link
1 2263 CAUSAL INFERENCE//PROPENSITY SCORE//PRINCIPAL STRATIFICATION
2 329 STATISTICS & PROBABILITY//EMPIRICAL LIKELIHOOD//JOURNAL OF ECONOMETRICS
3 1052 STATISTICS & PROBABILITY//STATISTICS IN MEDICINE//ADAPTIVE DESIGN
4 616 STATISTICS & PROBABILITY//NONPARAMETRIC REGRESSION//LONG MEMORY
5 1464 DIRICHLET PROCESS//BAYESIAN NONPARAMETRICS//MARKOV CHAIN MONTE CARLO
6 3239 VERIFICATION BIAS//CONCORDANCE CORRELATION COEFFICIENT//COHENS KAPPA
7 1212 ORDER STATISTICS//STATISTICS & PROBABILITY//RANKED SET SAMPLING
8 2996 AUXILIARY INFORMATION//RANDOMIZED RESPONSE//STUDIES STAT
9 1803 MINIMAL REPAIR//IEEE TRANSACTIONS ON RELIABILITY//PREVENTIVE MAINTENANCE
10 1602 LASSO//BAYESIAN NETWORKS//VARIABLE SELECTION

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