Causal Inference Publications

Publications in Causal Inference

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

Causal Inference

18.8K

Publications

Citations

Showing yearly statistics from 2000-2026.

Page 1

	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
Structural Equations with Latent Variables. Clifford C. Clogg, Kenneth A. Bollen Contemporary Sociology A Journal of Reviews Measurement TheoryFactor ModelsEducationPsychometricsPath Analysis	1991	17.6K
SPSS and SAS procedures for estimating indirect effects in simple mediation models Kristopher J. Preacher, Andrew F. Hayes Behavior Research Methods, Instruments, & Computers Behavioral SciencesInterpersonal CommunicationPsychosocial ResearchPsychosocial DeterminantPsychology	2004	16.9K
Structural Equation Models with Unobservable Variables and Measurement Error: Algebra and Statistics Claes Fornell, David F. Larcker Journal of Marketing Research Quality Of LifeMeasurement TheoryEngineeringStructural ProblemPsychometrics	1981	12.5K
Asymptotic Confidence Intervals for Indirect Effects in Structural Equation Models Michael E. Sobel Sociological Methodology Able Research AssistancePsychosocial DeterminantSocial InfluenceEarlier DraftPsychology	1982	12.5K
Bayes Factors Robert E. Kass, Adrian E. Raftery Journal of the American Statistical Association Bayes FactorBayesian HypothesisBayesian Decision TheoryQuantitative MethodsBayesian Statistic	1995	11.8K
An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies Peter C. Austin Multivariate Behavioral Research Treatment EffectQuasi-experimentCausal InferencePreventive MedicineBias	2011	11.2K
Telling more than we can know: Verbal reports on mental processes. Richard E. Nisbett, Timothy D. Wilson Psychological Review Social PsychologyCognitionPerceptionVerbal ReportsAttention	1977	11.1K
Mediation in experimental and nonexperimental studies: New procedures and recommendations. Patrick E. Shrout, Niall Bolger Psychological Methods Social PsychologyField ExperimentTreatment EffectSocial InfluenceNonexperimental Studies	2002	10.8K
The control of the false discovery rate in multiple testing under dependency Yoav Benjamini, Daniel Yekutieli The Annals of Statistics EngineeringCausal InferenceTest DerivationBiostatisticsBayesian Methods	2001	10.6K
Why Most Published Research Findings Are False John P. A. Ioannidis PLoS Medicine Research FindingNegative ResultSelection BiasBiasResearch Findings	2005	10.2K

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