Causal diagrams and multivariate analysis I: A quiver full of arrows

Daniel C. Jupiter

doi:10.1053/j.jfas.2014.05.002

Causal diagrams and multivariate analysis I: A quiver full of arrows

Daniel C. Jupiter

Biostatistics & Data Science

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

Abstract

How do we know which variables we should include in our multivariate analyses? What role does each variable play in our understanding of the analysis? In this article I begin a discussion of these issues and describe 2 different types of studies for which this problem must be handled in different ways.

Original language	English (US)
Pages (from-to)	672-673
Number of pages	2
Journal	Journal of Foot and Ankle Surgery
Volume	53
Issue number	5
DOIs	https://doi.org/10.1053/j.jfas.2014.05.002
State	Published - Sep 2014

Keywords

Confounder
Effect modification
Multivariate analysis
Precision variable

ASJC Scopus subject areas

Surgery
Orthopedics and Sports Medicine

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10.1053/j.jfas.2014.05.002

Cite this

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abstract = "How do we know which variables we should include in our multivariate analyses? What role does each variable play in our understanding of the analysis? In this article I begin a discussion of these issues and describe 2 different types of studies for which this problem must be handled in different ways.",

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KW - Effect modification

KW - Multivariate analysis

KW - Precision variable

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Causal diagrams and multivariate analysis I: A quiver full of arrows

Abstract

Keywords

ASJC Scopus subject areas

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