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

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
4766 1730 34.4 54%


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
4766 1                   PROPENSITY SCORE//OBSERVATIONAL STUDY//CAUSAL INFERENCE 1730

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 PROPENSITY SCORE authKW 1799094 19% 31% 332
2 OBSERVATIONAL STUDY authKW 428215 12% 12% 203
3 CAUSAL INFERENCE authKW 423326 9% 15% 155
4 PROPENSITY SCORE MATCHING authKW 300198 6% 15% 112
5 MATCHED SAMPLING authKW 285906 1% 90% 18
6 COVARIATE BALANCE authKW 259912 1% 82% 18
7 UNCONFOUNDEDNESS authKW 208992 1% 79% 15
8 GENERALIZED PROPENSITY SCORE authKW 196161 1% 65% 17
9 DOUBLE ROBUSTNESS authKW 163933 1% 39% 24
10 FULL MATCHING authKW 147070 1% 83% 10

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 28197 31% 0% 540
2 Social Sciences, Mathematical Methods 14863 12% 0% 200
3 Economics 11001 28% 0% 477
4 Mathematical & Computational Biology 6888 12% 0% 204
5 Medical Informatics 6528 8% 0% 133
6 Industrial Relations & Labor 3542 4% 0% 67
7 Public, Environmental & Occupational Health 2410 16% 0% 281
8 Health Care Sciences & Services 2018 8% 0% 133
9 Social Sciences, Interdisciplinary 1361 5% 0% 84
10 Planning & Development 568 3% 0% 45

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 SWISS EMPIR ECON SEW 115508 1% 55% 12
2 PHARMACOEPIDEMIOL PHARMACOECON 67512 3% 7% 58
3 HLTH MANAGEMENT POLICY EVALUAT 52307 1% 23% 13
4 SIAW 46102 1% 29% 9
5 SWISS INT ECON PL ECON 45376 0% 43% 6
6 PREVENT HLTH PREVENT MED 39708 0% 75% 3
7 DECIS RISK OPERAT 38937 0% 28% 8
8 WHARTON 37835 5% 2% 89
9 MELBOURNE CHILDRENS TRIAL 35298 0% 100% 2
10 SWISS EMPIR ECON 33934 0% 38% 5

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 EVALUATION REVIEW 25158 2% 4% 40
2 PHARMACOEPIDEMIOLOGY AND DRUG SAFETY 24755 3% 2% 57
3 STATISTICS IN MEDICINE 20746 5% 1% 92
4 INTERNATIONAL JOURNAL OF BIOSTATISTICS 17237 1% 7% 15
5 JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 16220 4% 1% 67
6 STATA JOURNAL 13936 1% 4% 19
7 JOURNAL OF DEVELOPMENT EFFECTIVENESS 13595 1% 6% 13
8 ZEITSCHRIFT FUR EVALUATION 12131 0% 9% 8
9 JOURNAL OF RESEARCH ON EDUCATIONAL EFFECTIVENESS 10980 1% 7% 9
10 LABOUR ECONOMICS 10088 1% 2% 24

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 PROPENSITY SCORE 1799094 19% 31% 332 Search PROPENSITY+SCORE Search PROPENSITY+SCORE
2 OBSERVATIONAL STUDY 428215 12% 12% 203 Search OBSERVATIONAL+STUDY Search OBSERVATIONAL+STUDY
3 CAUSAL INFERENCE 423326 9% 15% 155 Search CAUSAL+INFERENCE Search CAUSAL+INFERENCE
4 PROPENSITY SCORE MATCHING 300198 6% 15% 112 Search PROPENSITY+SCORE+MATCHING Search PROPENSITY+SCORE+MATCHING
5 MATCHED SAMPLING 285906 1% 90% 18 Search MATCHED+SAMPLING Search MATCHED+SAMPLING
6 COVARIATE BALANCE 259912 1% 82% 18 Search COVARIATE+BALANCE Search COVARIATE+BALANCE
7 UNCONFOUNDEDNESS 208992 1% 79% 15 Search UNCONFOUNDEDNESS Search UNCONFOUNDEDNESS
8 GENERALIZED PROPENSITY SCORE 196161 1% 65% 17 Search GENERALIZED+PROPENSITY+SCORE Search GENERALIZED+PROPENSITY+SCORE
9 DOUBLE ROBUSTNESS 163933 1% 39% 24 Search DOUBLE+ROBUSTNESS Search DOUBLE+ROBUSTNESS
10 FULL MATCHING 147070 1% 83% 10 Search FULL+MATCHING Search FULL+MATCHING

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 51 81% 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 65 81% 519
3 CALIENDO, M , KOPEINIG, S , (2008) SOME PRACTICAL GUIDANCE FOR THE IMPLEMENTATION OF PROPENSITY SCORE MATCHING.JOURNAL OF ECONOMIC SURVEYS. VOL. 22. ISSUE 1. P. 31-72 34 79% 712
4 HUBER, M , LECHNER, M , WUNSCH, C , (2013) THE PERFORMANCE OF ESTIMATORS BASED ON THE PROPENSITY SCORE.JOURNAL OF ECONOMETRICS. VOL. 175. ISSUE 1. P. 1-21 52 80% 25
5 HAJAGE, D , TUBACH, F , CHAUVET, G , DE RYCKE, Y , (2017) ESTIMATION OF CONDITIONAL AND MARGINAL ODDS RATIOS USING THE PROGNOSTIC SCORE.STATISTICS IN MEDICINE. VOL. 36. ISSUE 4. P. 687 -716 46 90% 0
6 BIEWEN, M , FITZENBERGER, B , OSIKOMINU, A , PAUL, M , (2014) THE EFFECTIVENESS OF PUBLIC-SPONSORED TRAINING REVISITED: THE IMPORTANCE OF DATA AND METHODOLOGICAL CHOICES.JOURNAL OF LABOR ECONOMICS. VOL. 32. ISSUE 4. P. 837 -897 39 98% 4
7 IMBENS, GW , WOOLDRIDGE, JM , (2009) RECENT DEVELOPMENTS IN THE ECONOMETRICS OF PROGRAM EVALUATION.JOURNAL OF ECONOMIC LITERATURE. VOL. 47. ISSUE 1. P. 5 -86 60 35% 610
8 KILCIOGLU, C , ZUBIZARRETA, JR , (2016) MAXIMIZING THE INFORMATION CONTENT OF A BALANCED MATCHED SAMPLE IN A STUDY OF THE ECONOMIC PERFORMANCE OF GREEN BUILDINGS.ANNALS OF APPLIED STATISTICS. VOL. 10. ISSUE 4. P. 1997 -2020 40 93% 0
9 THOEMMES, FJ , KIM, ES , (2011) A SYSTEMATIC REVIEW OF PROPENSITY SCORE METHODS IN THE SOCIAL SCIENCES.MULTIVARIATE BEHAVIORAL RESEARCH. VOL. 46. ISSUE 1. P. 90 -118 36 88% 87
10 SMITH, JA , TODD, PE , (2005) DOES MATCHING OVERCOME LALONDE'S CRITIQUE OF NONEXPERIMENTAL ESTIMATORS?.JOURNAL OF ECONOMETRICS. VOL. 125. ISSUE 1-2. P. 305-353 32 80% 642

Classes with closest relation at Level 1


Rank Class id link
1 4137 CAUSAL INFERENCE//PRINCIPAL STRATIFICATION//MARGINAL STRUCTURAL MODELS
2 27428 COVARIATE ADJUSTMENT//LINEAR MODELS EQUATING COVARIATE MEANS//RANDOMIZATION BASED NONPARAMETRIC COVARIANCE ADJUSTMENT
3 8611 PARTIAL IDENTIFICATION//JOURNAL OF ECONOMETRICS//NONSEPARABLE MODELS
4 9849 UNEMPLOYMENT INSURANCE//UNEMPLOYMENT DURATION//MIXED PROPORTIONAL HAZARD MODEL
5 23020 REGRESSION DISCONTINUITY//REGRESSION DISCONTINUITY DESIGN//CENTRAL EXIT EXAMS
6 29384 ACCUMULATION OF TECHNOLOGY//AL0104//BA0101
7 19155 CASH TRANSFERS//CONDITIONAL CASH TRANSFERS//PROGRESA
8 22141 COMPARATIVE EFFECTIVENESS RESEARCH//PRAGMATIC CLINICAL TRIALS//JOURNAL OF COMPARATIVE EFFECTIVENESS RESEARCH
9 22432 SELF CONTROLLED CASE SERIES//VACCINE SAFETY//IMMUNIZAT SAFETY OFF
10 4404 MULTIPLE IMPUTATION//MISSING DATA//PATTERN MIXTURE MODEL

Go to start page