JOURNAL ARTICLE

Causal Instrumental Variables and Interventions

Julian Reiss

Year: 2005 Journal:   Philosophy of Science Vol: 72 (5)Pages: 964-976   Publisher: Cambridge University Press

Abstract

The aim of this paper is to introduce the instrumental variables technique to the discussion about causal inference in econometrics. I show that it may lead to causally incorrect conclusions unless some fairly strong causal background assumptions are made, assumptions which are usually left implicit by econometricians. These assumptions are very similar to, albeit not identical with, James Woodward's definition of an ‘intervention’. I discuss similarities and differences of the two points of view and argue that—understood as a practical method of causal inference—the set presented here is superior.

Keywords:
Causal inference Instrumental variable Causality (physics) Inference Causal model Set (abstract data type) Psychological intervention Econometrics Intervention (counseling) Epistemology Computer science Mathematics Psychology Statistics Philosophy

Metrics

20
Cited By
4.28
FWCI (Field Weighted Citation Impact)
26
Refs
0.94
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Philosophy and History of Science
Social Sciences →  Arts and Humanities →  History and Philosophy of Science

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