Research Topic

Advanced Causal Inference Techniques

This cluster of papers focuses on methods for causal inference in observational studies, with an emphasis on reducing the effects of confounding. It covers topics such as propensity score methods, matching methods, regression discontinuity, mediation analysis, instrumental variables, bias correction, and confounding control.

Works
50,010
Citations
1,049,538
Domain
Physical Sciences
Field
Mathematics
Subfield
Statistics and Probability
OpenAlex ID
T10845

Taxonomy Context

Physical Sciences / Mathematics / Statistics and Probability

Related Topics

Statistical Methods and InferenceStatistical Methods and Bayesian InferenceStatistical Distribution Estimation and ApplicationsStatistical Methods in Clinical TrialsCognitive and developmental aspects of mathematical skillsRandom Matrices and ApplicationsAdvanced Statistical Methods and ModelsStatistics Education and MethodologiesMarkov Chains and Monte Carlo MethodsApproximation Theory and Sequence SpacesFuzzy Systems and OptimizationSurvey Sampling and Estimation Techniques