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OpenMx 2.0: Extended Structural Equation and Statistical Modeling
Psychometrika, 2016-06, Vol.81 (2), p.535-549
[Peer Reviewed Journal]
The Psychometric Society 2015 ;The Psychometric Society 2016 ;ISSN: 0033-3123 ;EISSN: 1860-0980 ;DOI: 10.1007/s11336-014-9435-8 ;PMID: 25622929
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Title:
OpenMx 2.0: Extended Structural Equation and Statistical Modeling
Author:
Neale, Michael C.
;
Hunter, Michael D.
;
Pritikin, Joshua N.
;
Zahery, Mahsa
;
Brick, Timothy R.
;
Kirkpatrick, Robert M.
;
Estabrook, Ryne
;
Bates, Timothy C.
;
Maes, Hermine H.
;
Boker, Steven M.
Subjects:
Assessment
;
Behavioral Science and Psychology
;
Factor Analysis, Statistical
;
Humanities
;
Humans
;
Law
;
Models, Statistical
;
Operating systems
;
Optimization
;
Psychology
;
Psychometrics
;
Software
;
Statistical Theory and Methods
;
Statistics as Topic
;
Statistics for Social Sciences
;
Testing and Evaluation
Is Part Of:
Psychometrika, 2016-06, Vol.81 (2), p.535-549
Description:
The new software package OpenMx 2.0 for structural equation and other statistical modeling is introduced and its features are described. OpenMx is evolving in a modular direction and now allows a mix-and-match computational approach that separates model expectations from fit functions and optimizers. Major backend architectural improvements include a move to swappable open-source optimizers such as the newly written CSOLNP. Entire new methodologies such as item factor analysis and state space modeling have been implemented. New model expectation functions including support for the expression of models in LISREL syntax and a simplified multigroup expectation function are available. Ease-of-use improvements include helper functions to standardize model parameters and compute their Jacobian-based standard errors, access to model components through standard R $ mechanisms, and improved tab completion from within the R Graphical User Interface.
Publisher:
New York: Springer US
Language:
English
Identifier:
ISSN: 0033-3123
EISSN: 1860-0980
DOI: 10.1007/s11336-014-9435-8
PMID: 25622929
Source:
ProQuest One Psychology
AUTh Library subscriptions: ProQuest Central
MEDLINE
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