Class information for:
Level 2: CAUSAL INFERENCE//PRINCIPAL STRATIFICATION//STATISTICS IN MEDICINE

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
970 10197 27.9 61%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 3)


ID, lev.
above		 Publications Label for level above
35 104217 STATISTICS & PROBABILITY//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS//STAT

Classes in level below (level 1)


ID, lev. below Publications Label for level below
2373 2197 CONDITIONAL POWER//INTERIM ANALYSIS//SAMPLE SIZE RE ESTIMATION
5196 1590 CAUSAL INFERENCE//PRINCIPAL STRATIFICATION//TARGETED MAXIMUM LIKELIHOOD ESTIMATION
6348 1431 PROPENSITY SCORE//MATCHED SAMPLING//UNCONFOUNDEDNESS
11504 910 CLUSTER RANDOMIZED TRIALS//CLUSTER RANDOMIZATION//GROUP RANDOMIZED TRIALS
11877 883 CONTINUAL REASSESSMENT METHOD//DOSE FINDING//DOSE FINDING STUDIES
13581 762 TUFTS CTSI//EXPLAINED VARIATION//FRACTIONAL POLYNOMIALS
15752 624 RESPONSE ADAPTIVE DESIGN//DOUBLY ADAPTIVE BIASED COIN DESIGN//RESPONSE ADAPTIVE DESIGNS
16733 574 BRIDGING STUDY//MULTIREGIONAL CLINICAL TRIAL//MULTIREGIONAL TRIAL
17553 530 SURROGATE ENDPOINT//PRENTICE CRITERION//PRENTICE CRITERIA
22290 330 INTERACTION CONDITION//TARGETED CLINICAL TRIALS//INFLUENCE CONDITION
26706 203 ADAPTIVE TREATMENT STRATEGIES//DYNAMIC TREATMENT REGIME//DYNAMIC TREATMENT REGIMES
28757 163 WORST RANK SCORES//REPRODUCIBILITY PROBABILITY//BOUNDED OUTCOME SCORES

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 CAUSAL INFERENCE Author keyword 356 53% 5% 466
2 PRINCIPAL STRATIFICATION Author keyword 314 94% 1% 111
3 STATISTICS IN MEDICINE Journal 298 20% 13% 1336
4 ADAPTIVE DESIGN Author keyword 296 69% 2% 253
5 CONTINUAL REASSESSMENT METHOD Author keyword 199 90% 1% 85
6 CONDITIONAL POWER Author keyword 178 88% 1% 83
7 INTERIM ANALYSIS Author keyword 156 69% 1% 135
8 SAMPLE SIZE RE ESTIMATION Author keyword 152 93% 1% 56
9 GROUP SEQUENTIAL DESIGN Author keyword 114 88% 1% 53
10 INTERIM ANALYSES Author keyword 113 92% 0% 45

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 CAUSAL INFERENCE 356 53% 5% 466 Search CAUSAL+INFERENCE Search CAUSAL+INFERENCE
2 PRINCIPAL STRATIFICATION 314 94% 1% 111 Search PRINCIPAL+STRATIFICATION Search PRINCIPAL+STRATIFICATION
3 ADAPTIVE DESIGN 296 69% 2% 253 Search ADAPTIVE+DESIGN Search ADAPTIVE+DESIGN
4 CONTINUAL REASSESSMENT METHOD 199 90% 1% 85 Search CONTINUAL+REASSESSMENT+METHOD Search CONTINUAL+REASSESSMENT+METHOD
5 CONDITIONAL POWER 178 88% 1% 83 Search CONDITIONAL+POWER Search CONDITIONAL+POWER
6 INTERIM ANALYSIS 156 69% 1% 135 Search INTERIM+ANALYSIS Search INTERIM+ANALYSIS
7 SAMPLE SIZE RE ESTIMATION 152 93% 1% 56 Search SAMPLE+SIZE+RE+ESTIMATION Search SAMPLE+SIZE+RE+ESTIMATION
8 GROUP SEQUENTIAL DESIGN 114 88% 1% 53 Search GROUP+SEQUENTIAL+DESIGN Search GROUP+SEQUENTIAL+DESIGN
9 INTERIM ANALYSES 113 92% 0% 45 Search INTERIM+ANALYSES Search INTERIM+ANALYSES
10 ADAPTIVE DESIGNS 112 72% 1% 88 Search ADAPTIVE+DESIGNS Search ADAPTIVE+DESIGNS

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 CAUSAL INFERENCE 348 48% 5% 528
2 CONTINUAL REASSESSMENT METHOD 261 66% 2% 241
3 INTERIM ANALYSES 184 82% 1% 108
4 BIASED COIN DESIGNS 174 90% 1% 77
5 CONDITIONAL POWER 157 91% 1% 64
6 PRINCIPAL STRATIFICATION 136 72% 1% 108
7 SAMPLE SIZE REESTIMATION 118 95% 0% 39
8 GROUP SEQUENTIAL DESIGNS 103 91% 0% 42
9 PROPENSITY SCORE 100 17% 5% 524
10 HYPOTHESES SELECTION 91 94% 0% 32

Journals


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 STATISTICS IN MEDICINE 298 20% 13% 1336
2 JOURNAL OF BIOPHARMACEUTICAL STATISTICS 91 31% 2% 249
3 CLINICAL TRIALS 78 32% 2% 203
4 PHARMACEUTICAL STATISTICS 78 37% 2% 167
5 BIOMETRICS 57 11% 5% 481
6 CONTROLLED CLINICAL TRIALS 53 22% 2% 213
7 INTERNATIONAL JOURNAL OF BIOSTATISTICS 34 37% 1% 75
8 STATISTICS IN BIOPHARMACEUTICAL RESEARCH 28 31% 1% 76
9 DRUG INFORMATION JOURNAL 22 14% 1% 152
10 CONTEMPORARY CLINICAL TRIALS 20 13% 1% 144

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 94%
Mediation analysis 2007 1263 58 48%
Net Reclassification Indices for Evaluating Risk Prediction Instruments A Critical Review 2014 32 12 67%
Stopping Randomized Trials Early for Benefit and Estimation of Treatment Effects Systematic Review and Meta-regression Analysis 2010 154 16 88%
Recent Developments in the Econometrics of Program Evaluation 2009 427 172 44%
Prognosis Research Strategy (PROGRESS) 3: Prognostic Model Research 2013 62 69 43%
Adaptive clinical trials in oncology 2012 45 13 85%
Risk prediction models: I. Development, internal validation, and assessing the incremental value of a new (bio)marker 2012 86 58 47%
An overview of the objectives of and the approaches to propensity score analyses 2011 76 13 77%
How to Use a Subgroup Analysis 2014 30 20 30%

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 MED PHARMACEUT STAT UNIT 55 56% 0.7% 67
2 TUFTS CTSI 23 100% 0.1% 10
3 BIOMETR 1 19 50% 0.3% 28
4 QUANTITAT DECIS STRATEGIES 18 89% 0.1% 8
5 SWISS EMPIR ECON SEW 17 72% 0.1% 13
6 BIOMETR BRANCH 15 16% 0.8% 85
7 MED BIOMETRY UNIT 13 71% 0.1% 10
8 BIOMETR 5 7 53% 0.1% 9
9 ENVIRONM MED BEHAV SCI 6 48% 0.1% 10
10 SECT QUANTITAT BIOL PL STAT 6 80% 0.0% 4

Related classes at same level (level 2)


Rank Relatedness score Related classes
1 0.0000020691 REGRESSION CALIBRATION//MEASUREMENT ERROR//ERRORS IN VARIABLES
2 0.0000020480 MULTIPLE IMPUTATION//LIFETIME DATA ANALYSIS//STATISTICS IN MEDICINE
3 0.0000019198 FAMILYWISE ERROR RATE//MULTIPLE TESTING//FALSE DISCOVERY RATE
4 0.0000015882 EFFECT SIZE//NHST//NULL HYPOTHESIS SIGNIFICANCE TESTING
5 0.0000012797 DOUBLE DATA ENTRY//RISK BASED MONITORING//SOURCE DATA VERIFICATION
6 0.0000009875 EVIDENCE BASED MEDICINE//BULLETIN OF THE MEDICAL LIBRARY ASSOCIATION//PUBLICATION BIAS
7 0.0000007474 TOTAL DEVIATION INDEX//CONCORDANCE CORRELATION COEFFICIENT//COHENS KAPPA
8 0.0000007234 VERIFICATION BIAS//TRACER GAS TEST//PARTIAL VERIFICATION
9 0.0000006846 INFORMED CONSENT//RESEARCH ETHICS//MEDICAL ETHICS
10 0.0000006143 STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL//MULTIVARIATE BEHAVIORAL RESEARCH//COEFFICIENT ALPHA