Class information for:
Level 1: PROPENSITY SCORE//MATCHED SAMPLING//UNCONFOUNDEDNESS

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
6348 1431 34.1 49%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
970 10197 CAUSAL INFERENCE//PRINCIPAL STRATIFICATION//STATISTICS IN MEDICINE

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 PROPENSITY SCORE Author keyword 57 27% 13% 184
2 MATCHED SAMPLING Author keyword 30 84% 1% 16
3 UNCONFOUNDEDNESS Author keyword 29 88% 1% 14
4 COVARIATE BALANCE Author keyword 26 80% 1% 16
5 PROPENSITY SCORE MATCHING Author keyword 25 21% 8% 110
6 PROPENSITY SCORES Author keyword 17 28% 4% 52
7 GENERALIZED PROPENSITY SCORE Author keyword 14 64% 1% 14
8 SWISS EMPIR ECON SEW Address 13 67% 1% 12
9 HIDDEN BIAS Author keyword 13 80% 1% 8
10 PERMUTATION INFERENCE Author keyword 11 78% 0% 7

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 PROPENSITY SCORE 57 27% 13% 184 Search PROPENSITY+SCORE Search PROPENSITY+SCORE
2 MATCHED SAMPLING 30 84% 1% 16 Search MATCHED+SAMPLING Search MATCHED+SAMPLING
3 UNCONFOUNDEDNESS 29 88% 1% 14 Search UNCONFOUNDEDNESS Search UNCONFOUNDEDNESS
4 COVARIATE BALANCE 26 80% 1% 16 Search COVARIATE+BALANCE Search COVARIATE+BALANCE
5 PROPENSITY SCORE MATCHING 25 21% 8% 110 Search PROPENSITY+SCORE+MATCHING Search PROPENSITY+SCORE+MATCHING
6 PROPENSITY SCORES 17 28% 4% 52 Search PROPENSITY+SCORES Search PROPENSITY+SCORES
7 GENERALIZED PROPENSITY SCORE 14 64% 1% 14 Search GENERALIZED+PROPENSITY+SCORE Search GENERALIZED+PROPENSITY+SCORE
8 HIDDEN BIAS 13 80% 1% 8 Search HIDDEN+BIAS Search HIDDEN+BIAS
9 PERMUTATION INFERENCE 11 78% 0% 7 Search PERMUTATION+INFERENCE Search PERMUTATION+INFERENCE
10 PROPENSITY ADJUSTMENT 11 78% 0% 7 Search PROPENSITY+ADJUSTMENT Search PROPENSITY+ADJUSTMENT

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 PROPENSITY SCORE 65 14% 30% 427
2 ECONOMETRIC EVALUATION ESTIMATOR 47 38% 7% 99
3 TRAINING PROGRAMS 38 23% 10% 142
4 LABOR MARKET PROGRAMS 37 56% 3% 44
5 REGRESSION ADJUSTMENT 31 66% 2% 29
6 REMOVE BIAS 27 72% 1% 21
7 CAUSAL INFERENCE 25 15% 11% 159
8 NONEXPERIMENTAL METHODS 24 82% 1% 14
9 CAUSAL 17 13% 9% 124
10 FINE BALANCE 15 77% 1% 10

Journals

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Matching Methods for Causal Inference: A Review and a Look Forward 2010 314 80 79%
Recent Developments in the Econometrics of Program Evaluation 2009 427 172 36%
An overview of the objectives of and the approaches to propensity score analyses 2011 76 13 62%
Comparison of Treatment Effect Estimates From Prospective Nonrandomized Studies With Propensity Score Analysis and Randomized Controlled Trials of Surgical Procedures 2014 8 31 32%
Introduction to propensity scores 2014 5 57 40%
Applications of propensity score methods in observational comparative effectiveness and safety research: where have we come and where should we go? 2014 3 74 43%
Opiates for the Matches: Matching Methods for Causal Inference 2009 46 58 50%
Propensity scores for confounder adjustment when assessing the effects of medical interventions using nonexperimental study designs 2014 3 38 37%
Using the Propensity Score Method to Estimate Causal Effects: A Review and Practical Guide 2013 4 47 49%
Using Propensity Score Analysis for Making Causal Claims in Research Articles 2011 4 22 100%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 SWISS EMPIR ECON SEW 13 67% 0.8% 12
2 EVALUAT CEVAL 3 57% 0.3% 4
3 SWISS INT ECON PL ECON 3 43% 0.4% 6
4 SIAW 3 30% 0.6% 9
5 RBC INSURANCE 2 67% 0.1% 2
6 HLTH MANAGEMENT POLICY EVALUAT 2 19% 0.6% 8
7 AGR DEV ECON ESA 2 33% 0.3% 4
8 SWISS EMPIR ECON 1 38% 0.2% 3
9 PREVENT HLTH PREVENT MED 1 50% 0.1% 2
10 CEPR LONDON 1 40% 0.1% 2

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000231294 CAUSAL INFERENCE//PRINCIPAL STRATIFICATION//TARGETED MAXIMUM LIKELIHOOD ESTIMATION
2 0.0000177468 REGRESSION DISCONTINUITY DESIGNS//REGRESSION DISCONTINUITY//BIASED ALLOCATION
3 0.0000132741 PARTIAL IDENTIFICATION//NONSEPARABLE MODELS//NONSEPARABLE MODEL
4 0.0000112810 JOURNAL OF DEVELOPMENT EFFECTIVENESS//EVALUATION//CONTRIBUTION ANALYSIS
5 0.0000106691 UNEMPLOYMENT INSURANCE//UNEMPLOYMENT DURATION//UNEMPLOYMENT BENEFITS
6 0.0000084148 INTER OCCUPATIONAL MOBILITY//KNOWLEDGE OCCUPATIONS//ORDERED REGRESSION MODEL
7 0.0000067292 ENTERPRISE ZONES//EMPOWERMENT ZONES//TAX INCREMENT FINANCING
8 0.0000058977 BRIDGING STUDY//MULTIREGIONAL CLINICAL TRIAL//MULTIREGIONAL TRIAL
9 0.0000056068 Q16//TECHNOLOGY DISADOPTION//ADOPTION GAP
10 0.0000049319 WELFARE REFORM//TANF//TEMPORARY ASSISTANCE FOR NEEDY FAMILIES