Class information for:
Level 2: CAUSAL INFERENCE//PROPENSITY SCORE//PRINCIPAL STRATIFICATION

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
2263 2             CAUSAL INFERENCE//PROPENSITY SCORE//PRINCIPAL STRATIFICATION 4951
4347 1                   PROPENSITY SCORE//CAUSAL INFERENCE//OBSERVATIONAL STUDY 1834
8627 1                   CAUSAL INFERENCE//MARGINAL STRUCTURAL MODELS//DYNAMIC TREATMENT REGIMES 1265
13060 1                   PRINCIPAL STRATIFICATION//INSTRUMENTAL VARIABLES//CAUSAL INFERENCE 894
25572 1                   ULTRASTRUCTURAL MODEL//LS ESTIMATOR//EV MODEL 301
30858 1                   CHANGE TO OPEN LABEL DESIGN//PARTIALLY RANDOMIZED PREFERENCE TRIALS//PREFERENCE EFFECTS 177
31870 1                   EURYTHMY THERAPY//ANTHROPOSOPHIC PSYCHOTHERAPY//RUDOLF STEINER 160
34419 1                   VASC NEUROL STROKE UNIT//GRP EPIDEMIOL STAT METHODS//MEDCLIN ALEMANA SANTIAGO 125
34609 1                   SIMPSONS PARADOX//DIRECTIONAL COLLAPSIBILITY//AGGREGATION OF STRATA 123
37962 1                   CONDITIONAL MLE//ETHNIC MINORITY RESEARCH//BIASED ALLOCATION 72

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 CAUSAL INFERENCE authKW 1831704 11% 51% 562
2 PROPENSITY SCORE authKW 814184 8% 33% 389
3 PRINCIPAL STRATIFICATION authKW 529430 2% 80% 104
4 POTENTIAL OUTCOMES authKW 404942 2% 64% 99
5 MARGINAL STRUCTURAL MODELS authKW 313399 2% 51% 97
6 CONFOUNDING authKW 291714 4% 25% 186
7 INSTRUMENTAL VARIABLES authKW 285711 5% 19% 231
8 DYNAMIC TREATMENT REGIMES authKW 269310 1% 92% 46
9 OBSERVATIONAL STUDY authKW 244130 5% 14% 266
10 ADAPTIVE TREATMENT STRATEGIES authKW 167244 1% 91% 29

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 95321 34% 1% 1678
2 Mathematical & Computational Biology 35794 16% 1% 786
3 Medical Informatics 27032 9% 1% 460
4 Social Sciences, Mathematical Methods 17933 8% 1% 374
5 Public, Environmental & Occupational Health 15014 23% 0% 1157
6 Economics 5983 13% 0% 627
7 Health Care Sciences & Services 5407 8% 0% 372
8 Psychology, Mathematical 2288 2% 0% 80
9 Medicine, Research & Experimental 1887 8% 0% 417
10 Industrial Relations & Labor 1633 2% 0% 79

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PHARMACOEPIDEMIOL PHARMACOECON 37622 2% 8% 75
2 SWISS EMPIR ECON SEW 36643 0% 48% 12
3 BIOSTAT 23845 12% 1% 591
4 ENVIRONM MED BEHAV SCI 21199 0% 33% 10
5 WHARTON 20954 2% 3% 113
6 CPA CANADA ACCOUNTING GOVERNANCE 19092 0% 100% 3
7 HLTH MANAGEMENT POLICY EVALUAT 18877 0% 21% 14
8 SWISS EMPIR ECON 17616 0% 46% 6
9 SWISS INT ECON PL ECON 16357 0% 43% 6
10 EPIDEMIOL BIOSTAT OCCUPAT HLTH 16315 1% 4% 72

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 INTERNATIONAL JOURNAL OF BIOSTATISTICS 141814 2% 29% 76
2 STATISTICS IN MEDICINE 99880 7% 5% 340
3 EPIDEMIOLOGY 53315 3% 6% 147
4 BIOMETRICS 28249 3% 3% 143
5 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 27913 3% 3% 147
6 STATISTICAL METHODS IN MEDICAL RESEARCH 24115 1% 7% 56
7 EVALUATION REVIEW 23630 1% 6% 65
8 PSYCHOLOGICAL METHODS 20017 1% 7% 44
9 PHARMACOEPIDEMIOLOGY AND DRUG SAFETY 16809 2% 3% 80
10 STATISTICAL SCIENCE 16120 1% 6% 42

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 CAUSAL INFERENCE 1831704 11% 51% 562 Search CAUSAL+INFERENCE Search CAUSAL+INFERENCE
2 PROPENSITY SCORE 814184 8% 33% 389 Search PROPENSITY+SCORE Search PROPENSITY+SCORE
3 PRINCIPAL STRATIFICATION 529430 2% 80% 104 Search PRINCIPAL+STRATIFICATION Search PRINCIPAL+STRATIFICATION
4 POTENTIAL OUTCOMES 404942 2% 64% 99 Search POTENTIAL+OUTCOMES Search POTENTIAL+OUTCOMES
5 MARGINAL STRUCTURAL MODELS 313399 2% 51% 97 Search MARGINAL+STRUCTURAL+MODELS Search MARGINAL+STRUCTURAL+MODELS
6 CONFOUNDING 291714 4% 25% 186 Search CONFOUNDING Search CONFOUNDING
7 INSTRUMENTAL VARIABLES 285711 5% 19% 231 Search INSTRUMENTAL+VARIABLES Search INSTRUMENTAL+VARIABLES
8 DYNAMIC TREATMENT REGIMES 269310 1% 92% 46 Search DYNAMIC+TREATMENT+REGIMES Search DYNAMIC+TREATMENT+REGIMES
9 OBSERVATIONAL STUDY 244130 5% 14% 266 Search OBSERVATIONAL+STUDY Search OBSERVATIONAL+STUDY
10 ADAPTIVE TREATMENT STRATEGIES 167244 1% 91% 29 Search ADAPTIVE+TREATMENT+STRATEGIES Search ADAPTIVE+TREATMENT+STRATEGIES

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
1 726 STATISTICS & PROBABILITY//STATISTICS IN MEDICINE//MULTIPLE IMPUTATION
2 1052 STATISTICS & PROBABILITY//STATISTICS IN MEDICINE//ADAPTIVE DESIGN
3 329 STATISTICS & PROBABILITY//EMPIRICAL LIKELIHOOD//JOURNAL OF ECONOMETRICS
4 1227 ECONOMICS OF EDUCATION REVIEW//INTERGENERATIONAL MOBILITY//PEER EFFECTS
5 2771 WELFARE REFORM//JOURNAL OF INDUSTRIAL RELATIONS//FAIR WORK ACT
6 3204 EFFECT SIZE//NULL HYPOTHESIS SIGNIFICANCE TESTING//NHST
7 4207 TREATMENT FIDELITY//HLTH INCENT//INTERVENTION FIDELITY
8 216 INDUSTRIAL RELATIONS & LABOR//ECONOMICS//LABOUR ECONOMICS
9 2478 RESPONSE RATES//NONRESPONSE//RESPONSE RATE
10 981 EVIDENCE BASED MEDICINE//RESEARCH SYNTHESIS METHODS//PUBLICATION BIAS

Go to start page