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OpenMx: An Open Source Extended Structural Equation Modeling Framework

PsychometrikaPublished 5 January 2011
Steven M. Boker, Michael C. Neale, Hermine H. Maes, Michael Wilde, Michael Spiegel, Timothy R. Brick
Citations1,202
SJR quartileQ1
SJR score1.90
SNIP2.06

TL;DR

The OpenMx data structures are introduced—these novel structures define the user interface framework and provide new opportunities for model specification and a discussion of directions for future development.

Abstract

OpenMx is free, full-featured, open source, structural equation modeling (SEM) software. OpenMx runs within the R statistical programming environment on Windows, Mac OS-X, and Linux computers. The rationale for developing OpenMx is discussed along with the philosophy behind the user interface. The OpenMx data structures are introduced - these novel structures define the user interface framework and provide new opportunities for model specification. Two short example scripts for the specification and fitting of a confirmatory factor model are next presented. We end with an abbreviated list of modeling applications available in OpenMx 1.0 and a discussion of directions for future development.

Keywords

MathematicsAgricultural and Biological Sciences