Causal Reasoning Publications

Publications in Causal Reasoning

Explore the most influential research papers and scholarly works that have shaped Causal Reasoning. Use the concept filter below to focus on a specific sub-area of research.

Causal Reasoning

6.9K

Publications

705.1K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
The central role of the propensity score in observational studies for causal effects Paul R. Rosenbaum, Donald B. Rubin Biometrika Behavioral Decision MakingTreatment EffectConditional ProbabilityCausal EffectsSocial Influence	1983	30.1K
Investigating Causal Relations by Econometric Models and Cross-spectral Methods Clive W. J. Granger Econometrica Cross SpectrumApparent Instantaneous CausalityCommunicationCausal Relation ExtractionSocial Sciences	1969	22.4K
Beyond Baron and Kenny: Statistical Mediation Analysis in the New Millennium Andrew F. Hayes Communication Monographs Social PsychologyNew MillenniumSocial InfluenceTotal EffectCausal Inference	2009	9.5K
Identification of Endogenous Social Effects: The Reflection Problem Charles F. Manski The Review of Economic Studies SocioeconomicsSocio-economic ImpactReflection ProblemSocial InfluenceQuasi-experiment	1993	6.2K
Marginal Structural Models and Causal Inference in Epidemiology James M. Robins, Miguel A. Hernán, Babette Brumback Epidemiology Causal ModelEpidemiologyHealth EconomicsHealth PolicyTreatment Effect	2000	5.4K
Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies Jens Hainmueller Political Analysis EngineeringTreatment EffectQuasi-experimentBinary TreatmentsBalanced Samples	2011	5.1K
Statistics and Causal Inference Paul W. Holland Journal of the American Statistical Association Proximate CauseCausal Relation ExtractionCausal InferenceCausal ModelingBias	1986	5K
Mendelian randomization: Using genes as instruments for making causal inferences in epidemiology Debbie A. Lawlor, Roger Harbord, Jonathan A C Sterne, Statistics in Medicine Reverse CausationGenetic EpidemiologyEpidemiologic ResearchApplied Genetic EpidemiologyCausal Inference	2007	4.8K
Causality: Models, Reasoning and Inference Christopher Hitchcock, Judea Pearl The Philosophical Review ReasoningEconomicsCausalityPublic HealthCausal Reasoning	2001	4.8K
Dynamic causal modelling Karl Friston, L. Harrison, W.D. Penny NeuroImage EconomicsBusinessEconometricsEconomic AnalysisCausality	2003	4.7K
Causation and Effectuation: Toward a Theoretical Shift from Economic Inevitability to Entrepreneurial Contingency Saras D. Sarasvathy Academy of Management Review Organizational EconomicsEntrepreneurial MotivationEntrepreneurshipIndustrial OrganizationCausal Inference	2001	4.2K
Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference Daniel E. Ho, Kosuke Imai, Gary King, Political Analysis Best Parametric TechniquesCausal Relation ExtractionCausal InferenceData ScienceBias	2007	4.2K

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