Concepedia

Causality: Some Statistical Aspects

Journal of the Royal Statistical Society Series A (Statistics in Society) · 1992 · 271 citations · 18 references

Concepts

Public HealthBiostatisticsCausal InferenceExperimental DesignStatisticsCausal Effect EstimationCausality AssessmentCause-and-effect LinkagesStatistical AnalysisCausal Effect IdentificationCausal HypothesesCausal Inference From DataCausal RelationsCausalityTheoretical Justification Of Causality

Abstract

Journal of the Royal Statistical Society. Series A (Statistics in Society) is currently published by Royal Statistical Society.

References

18

The central role of the propensity score in observational studies for causal effects

Paul R. Rosenbaum, Donald B. Rubin · Biometrika · 1983 · 31K citations · Full text

Public Health, Biostatistics, Causal Inference +16

Estimating causal effects of treatments in randomized and nonrandomized studies.

Donald B. Rubin · Journal of Educational Psychology · 1974 · 9.5K citations · Full text

Public Health, Behavioral Sciences, Psychology +13

The environment and disease: association or causation?

Austin Bradford Hill · Journal of the Royal Society of Medicine · 2015 · 7.3K citations · Full text

Public Health, Environmental Sciences, Environmental Health +9

The analysis of groups of experiments

F Yates, W. G. Cochran · The Journal of Agricultural Science · 1938 · 902 citations

Public Health, Biostatistics, Experimental Design +6

A Theory of Inferred Causation.

Judea Pearl, Thomas Verma · 1991 · 526 citations

Education, Physics, Causal Inference +8