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• W1990231300 endingPage "art73" @default.
• W1990231300 startingPage "art73" @default.
• W1990231300 abstract "Structural equation modeling (SEM) is increasingly being chosen by researchers as a framework for gaining scientific insights from the quantitative analyses of data. New ideas and methods emerging from the study of causality, influences from the field of graphical modeling, and advances in statistics are expanding the rigor, capability, and even purpose of SEM. Guidelines for implementing the expanded capabilities of SEM are currently lacking. In this paper we describe new developments in SEM that we believe constitute a third-generation of the methodology. Most characteristic of this new approach is the generalization of the structural equation model as a causal graph. In this generalization, analyses are based on graph theoretic principles rather than analyses of matrices. Also, new devices such as metamodels and causal diagrams, as well as an increased emphasis on queries and probabilistic reasoning, are now included. Estimation under a graph theory framework permits the use of Bayesian or likelihood methods. The guidelines presented start from a declaration of the goals of the analysis. We then discuss how theory frames the modeling process, requirements for causal interpretation, model specification choices, selection of estimation method, model evaluation options, and use of queries, both to summarize retrospective results and for prospective analyses. The illustrative example presented involves monitoring data from wetlands on Mount Desert Island, home of Acadia National Park. Our presentation walks through the decision process involved in developing and evaluating models, as well as drawing inferences from the resulting prediction equations. In addition to evaluating hypotheses about the connections between human activities and biotic responses, we illustrate how the structural equation (SE) model can be queried to understand how interventions might take advantage of an environmental threshold to limit Typha invasions. The guidelines presented provide for an updated definition of the SEM process that subsumes the historical matrix approach under a graph-theory implementation. The implementation is also designed to permit complex specifications and to be compatible with various estimation methods. Finally, they are meant to foster the use of probabilistic reasoning in both retrospective and prospective considerations of the quantitative implications of the results." @default.
• W1990231300 created "2016-06-24" @default.
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• W1990231300 date "2012-08-01" @default.
• W1990231300 modified "2023-10-17" @default.
• W1990231300 title "Guidelines for a graph-theoretic implementation of structural equation modeling" @default.
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• W1990231300 cites W1821463748 @default.
• W1990231300 cites W1923185624 @default.
• W1990231300 cites W1957831420 @default.
• W1990231300 cites W1968073748 @default.
• W1990231300 cites W1974134238 @default.
• W1990231300 cites W1975696558 @default.
• W1990231300 cites W1977414513 @default.
• W1990231300 cites W1982282797 @default.
• W1990231300 cites W1983701496 @default.
• W1990231300 cites W1985900511 @default.
• W1990231300 cites W1988474486 @default.
• W1990231300 cites W1999291824 @default.
• W1990231300 cites W2002901506 @default.
• W1990231300 cites W2006479150 @default.
• W1990231300 cites W2006666561 @default.
• W1990231300 cites W2014058826 @default.
• W1990231300 cites W2020999234 @default.
• W1990231300 cites W2024330249 @default.
• W1990231300 cites W2030734563 @default.
• W1990231300 cites W2031378027 @default.
• W1990231300 cites W2036110753 @default.
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• W1990231300 cites W2069132922 @default.
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• W1990231300 cites W2070018731 @default.
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• W1990231300 cites W2076688769 @default.
• W1990231300 cites W2079101498 @default.
• W1990231300 cites W2085363873 @default.
• W1990231300 cites W2095879858 @default.
• W1990231300 cites W2098980105 @default.
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• W1990231300 cites W2103147828 @default.
• W1990231300 cites W2104439161 @default.
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• W1990231300 cites W2114767030 @default.
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• W1990231300 cites W2132218683 @default.
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• W1990231300 doi "https://doi.org/10.1890/es12-00048.1" @default.
• W1990231300 hasPublicationYear "2012" @default.
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