Class information for:
Level 1: EXPLAINED VARIATION//TUFTS CTSI//DICHOTOMIZATION

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
11135 1                   EXPLAINED VARIATION//TUFTS CTSI//DICHOTOMIZATION 1032

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 EXPLAINED VARIATION authKW 393710 2% 68% 19
2 TUFTS CTSI address 254480 1% 83% 10
3 DICHOTOMIZATION authKW 249368 2% 39% 21
4 FRACTIONAL POLYNOMIALS authKW 182288 2% 30% 20
5 TIME DEPENDENT ROC authKW 157051 1% 86% 6
6 C INDEX authKW 147439 1% 37% 13
7 TIME DEPENDENT AUC authKW 127240 0% 83% 5
8 MEDIAN SPLIT authKW 124691 1% 58% 7
9 PREDICTION RESEARCH authKW 122148 1% 67% 6
10 STAT MED address 116365 6% 7% 58

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 27441 40% 0% 410
2 Medical Informatics 25449 20% 0% 202
3 Mathematical & Computational Biology 18646 25% 0% 257
4 Public, Environmental & Occupational Health 4206 27% 0% 277
5 Health Care Sciences & Services 3832 13% 0% 139
6 Medicine, Research & Experimental 1908 17% 0% 175
7 Medicine, General & Internal 437 11% 0% 113
8 Social Sciences, Mathematical Methods 294 2% 0% 23
9 Biology 123 4% 0% 39
10 Psychology, Mathematical 102 1% 0% 8

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 TUFTS CTSI 254480 1% 83% 10
2 STAT MED 116365 6% 7% 58
3 GENET EPIDEMIOL MODELING 58881 1% 21% 9
4 MED BIOMETRY MED INFORMAT 43772 3% 5% 29
5 MED DECIS SCI 40708 1% 22% 6
6 HLTH MANAGEMENT POLICY EVALUAT 37463 1% 14% 9
7 CLIN DECIS SCI 32819 1% 11% 10
8 JULIUS HLTH SCI PRIMARY CARE 31182 7% 1% 73
9 ANESTHESIA CLIN EPIDEMIOL BIOSTAT 30538 0% 100% 1
10 BIOMARKERS CLIN BIOANAL 30538 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 STATISTICS IN MEDICINE 94853 15% 2% 151
2 BMC MEDICAL RESEARCH METHODOLOGY 33680 4% 3% 39
3 JOURNAL OF CLINICAL EPIDEMIOLOGY 22254 6% 1% 59
4 BIOMETRICAL JOURNAL 9169 3% 1% 27
5 STATA JOURNAL 7597 1% 2% 11
6 LIFETIME DATA ANALYSIS 4623 1% 2% 9
7 BIOSTATISTICS 4546 1% 1% 11
8 STATISTICAL METHODS IN MEDICAL RESEARCH 4463 1% 1% 11
9 INTERNATIONAL JOURNAL OF BIOSTATISTICS 4233 1% 2% 6
10 BIOMETRICS 3496 2% 1% 23

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 EXPLAINED VARIATION 393710 2% 68% 19 Search EXPLAINED+VARIATION Search EXPLAINED+VARIATION
2 DICHOTOMIZATION 249368 2% 39% 21 Search DICHOTOMIZATION Search DICHOTOMIZATION
3 FRACTIONAL POLYNOMIALS 182288 2% 30% 20 Search FRACTIONAL+POLYNOMIALS Search FRACTIONAL+POLYNOMIALS
4 TIME DEPENDENT ROC 157051 1% 86% 6 Search TIME+DEPENDENT+ROC Search TIME+DEPENDENT+ROC
5 C INDEX 147439 1% 37% 13 Search C+INDEX Search C+INDEX
6 TIME DEPENDENT AUC 127240 0% 83% 5 Search TIME+DEPENDENT+AUC Search TIME+DEPENDENT+AUC
7 MEDIAN SPLIT 124691 1% 58% 7 Search MEDIAN+SPLIT Search MEDIAN+SPLIT
8 PREDICTION RESEARCH 122148 1% 67% 6 Search PREDICTION+RESEARCH Search PREDICTION+RESEARCH
9 DICHOTOMISATION 109061 0% 71% 5 Search DICHOTOMISATION Search DICHOTOMISATION
10 EXPLAINED RANDOMNESS 109061 0% 71% 5 Search EXPLAINED+RANDOMNESS Search EXPLAINED+RANDOMNESS

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 11710 ROC CURVE//THREE CLASS CLASSIFICATION//YOUDEN INDEX
2 6021 PRIMARY PREVENTION//CORONARY HEART DISEASE RISK FUNCTIONS//FRAMINGHAM
3 15677 SUBGROUP ANALYSIS//MULTIREGIONAL CLINICAL TRIAL//MULTIREGIONAL TRIAL
4 12414 COMPETING RISKS//CUMULATIVE INCIDENCE FUNCTION//MULTISTATE MODEL
5 34230 ERA EDTA REGISTRY//CNR IBIM CLIN EPIDEMIOL PATHOPHYSIOL RENAL DIS//IBIM CLIN EPIDEMIOL PATHOPHYSIOL RENAL DIS HY
6 2752 LASSO//VARIABLE SELECTION//ORACLE PROPERTY
7 14666 SURVIVAL TREE//DECISION TREE//RECURSIVE PARTITIONING
8 28561 POLYPATHOLOGICAL PATIENT//MULTIDIMENSIONAL PROGNOSTIC INDEX//AZIENDA ULSS PADOVA 16
9 17862 ACE 27//AGGREGATED DIAGNOSIS GROUPS//CHARLSON
10 14596 SUMMARY ROC CURVE//EVIDENCE BASED RADIOLOGY//DIAGNOSTIC TESTS

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