Statements (52)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:European_Union_Regulation
|
| gptkbp:appliesTo |
Randomized Controlled Trials
Observational Studies |
| gptkbp:developedBy |
gptkb:Donald_Rubin
|
| gptkbp:focusesOn |
Causal Effects
|
| https://www.w3.org/2000/01/rdf-schema#label |
Rubin Causal Model
|
| gptkbp:isAssociatedWith |
Data Analysis
Causal Inference Statistical Modeling Experimental_Design |
| gptkbp:isAvenueFor |
Social_Sciences
|
| gptkbp:isBasedOn |
Randomization
Control_Groups |
| gptkbp:isChallengedBy |
Alternative Causal Models
Bayesian Approaches Machine Learning Methods |
| gptkbp:isConnectedTo |
Propensity Score
Instrumental Variables Matching Methods |
| gptkbp:isCriticizedFor |
Assumptions about Treatment Assignment
|
| gptkbp:isDocumentedIn |
Conferences
Online Courses Research Papers Textbooks Workshops |
| gptkbp:isExaminedBy |
Research Methodology
Statistics Literature Philosophy_of_Science |
| gptkbp:isImportantFor |
Policy Evaluation
|
| gptkbp:isInfluencedBy |
Education Research
Behavioral Science Public_Health_Research |
| gptkbp:isPromotedBy |
Academics
Research Institutions Causal Inference Community Statistical Associations |
| gptkbp:isRelatedTo |
Causal Diagrams
Counterfactuals |
| gptkbp:isSupportedBy |
Statistical Software
|
| gptkbp:isTaughtIn |
Statistics Courses
Public Health Courses Econometrics Courses Social_Science_Courses |
| gptkbp:isUsedBy |
Estimate Average Treatment Effects
|
| gptkbp:isUsedFor |
Clinical Trials
Policy Analysis Treatment Effect Estimation Social_Experimentation |
| gptkbp:isUsedIn |
Econometrics
|
| gptkbp:provides |
Framework for Estimating Causal Effects
|
| gptkbp:usedIn |
Statistics
|
| gptkbp:utilizes |
Potential Outcomes
|