Class information for:
Level 1: PROPENSITY SCORE//CAUSAL INFERENCE//OBSERVATIONAL STUDY

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

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PROPENSITY SCORE authKW 1699845 19% 29% 342
2 CAUSAL INFERENCE authKW 463103 9% 16% 172
3 OBSERVATIONAL STUDY authKW 399564 11% 11% 207
4 PROPENSITY SCORE MATCHING authKW 292258 6% 14% 119
5 MATCHED SAMPLING authKW 278361 1% 90% 18
6 COVARIATE BALANCE authKW 245460 1% 71% 20
7 UNCONFOUNDEDNESS authKW 231961 1% 75% 18
8 MATCHING authKW 161102 8% 7% 144
9 FULL MATCHING authKW 159931 1% 85% 11
10 GENERALIZED PROPENSITY SCORE authKW 157088 1% 57% 16

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Statistics & Probability 27013 30% 0% 545
2 Social Sciences, Mathematical Methods 15928 12% 0% 213
3 Economics 11637 28% 0% 506
4 Medical Informatics 6325 7% 0% 136
5 Mathematical & Computational Biology 5518 10% 0% 190
6 Industrial Relations & Labor 4431 4% 0% 77
7 Health Care Sciences & Services 2432 8% 0% 151
8 Public, Environmental & Occupational Health 2356 16% 0% 289
9 Social Sciences, Interdisciplinary 1428 5% 0% 90
10 Planning & Development 660 3% 0% 50

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SWISS EMPIR ECON SEW 98962 1% 48% 12
2 PHARMACOEPIDEMIOL PHARMACOECON 71823 3% 7% 63
3 HLTH MANAGEMENT POLICY EVALUAT 51006 1% 21% 14
4 SWISS INT ECON PL ECON 44178 0% 43% 6
5 SIAW 43482 0% 28% 9
6 PREVENT HLTH PREVENT MED 38660 0% 75% 3
7 WHARTON 37715 5% 2% 92
8 DECIS RISK OPERAT 34354 0% 25% 8
9 SWISS EMPIR ECON 33038 0% 38% 5
10 EVALUAT CEVAL 24988 0% 36% 4

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 EVALUATION REVIEW 30652 2% 4% 45
2 PHARMACOEPIDEMIOLOGY AND DRUG SAFETY 21541 3% 2% 55
3 STATISTICS IN MEDICINE 18423 5% 1% 89
4 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 16639 4% 1% 69
5 STATA JOURNAL 14133 1% 4% 20
6 LABOUR ECONOMICS 13746 2% 3% 29
7 ZEITSCHRIFT FUR EVALUATION 11810 0% 9% 8
8 JOURNAL OF RESEARCH ON EDUCATIONAL EFFECTIVENESS 11751 1% 7% 10
9 JOURNAL OF DEVELOPMENT EFFECTIVENESS 10689 1% 5% 12
10 PSYCHOLOGICAL METHODS 9047 1% 3% 18

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 PROPENSITY SCORE 1699845 19% 29% 342 Search PROPENSITY+SCORE Search PROPENSITY+SCORE
2 CAUSAL INFERENCE 463103 9% 16% 172 Search CAUSAL+INFERENCE Search CAUSAL+INFERENCE
3 OBSERVATIONAL STUDY 399564 11% 11% 207 Search OBSERVATIONAL+STUDY Search OBSERVATIONAL+STUDY
4 PROPENSITY SCORE MATCHING 292258 6% 14% 119 Search PROPENSITY+SCORE+MATCHING Search PROPENSITY+SCORE+MATCHING
5 MATCHED SAMPLING 278361 1% 90% 18 Search MATCHED+SAMPLING Search MATCHED+SAMPLING
6 COVARIATE BALANCE 245460 1% 71% 20 Search COVARIATE+BALANCE Search COVARIATE+BALANCE
7 UNCONFOUNDEDNESS 231961 1% 75% 18 Search UNCONFOUNDEDNESS Search UNCONFOUNDEDNESS
8 MATCHING 161102 8% 7% 144 Search MATCHING Search MATCHING
9 FULL MATCHING 159931 1% 85% 11 Search FULL+MATCHING Search FULL+MATCHING
10 GENERALIZED PROPENSITY SCORE 157088 1% 57% 16 Search GENERALIZED+PROPENSITY+SCORE Search GENERALIZED+PROPENSITY+SCORE

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 8627 CAUSAL INFERENCE//MARGINAL STRUCTURAL MODELS//DYNAMIC TREATMENT REGIMES
2 13060 PRINCIPAL STRATIFICATION//INSTRUMENTAL VARIABLES//CAUSAL INFERENCE
3 37962 CONDITIONAL MLE//ETHNIC MINORITY RESEARCH//BIASED ALLOCATION
4 10072 UNEMPLOYMENT INSURANCE//UNEMPLOYMENT DURATION//UNEMPLOYMENT BENEFITS
5 7623 PARTIAL IDENTIFICATION//JOURNAL OF ECONOMETRICS//NONSEPARABLE MODELS
6 30330 CARDIOTHORACIC RATIO//INCIDENT HEART FAILURE//30 DAY ALL CAUSE READMISSION
7 29104 ACCUMULATION OF TECHNOLOGY//AL0104//BA0101
8 14070 EMPIRICAL LIKELIHOOD//WILKS THEOREM//GENERALIZED EMPIRICAL LIKELIHOOD
9 14622 RESPONSE ADAPTIVE DESIGN//BIASED COIN DESIGN//DOUBLY ADAPTIVE BIASED COIN DESIGN
10 20978 COMPARATIVE EFFECTIVENESS RESEARCH//JOURNAL OF COMPARATIVE EFFECTIVENESS RESEARCH//PRAGMATIC TRIALS

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