This study introduces a novel definition of effects (called contributions to avoid confusion) in path analysis, grounded in simple orthogonalisation techniques and extended to flexible regression models. The aim is to establish an intuitive framework for defining path effects in multidimensional blocks, which remains applicable in unidimensional scenarios. This approach seeks to enhance the clarity and utility of path analysis in more complex, multivariate settings.

Alternative Definitions Of Effects/Contributions In Path Analysis With Multidimensional Blocks / Næs, Tormod; Romano, Rosaria; Tomic, Oliver; Smilde, Age; Hovde Liland, Kristian. - (2025). ( 15th Scientific Meeting of the Classification and Data Analysis Group Napoli 8-18 settembre 2025).

Alternative Definitions Of Effects/Contributions In Path Analysis With Multidimensional Blocks

Rosaria Romano;
2025

Abstract

This study introduces a novel definition of effects (called contributions to avoid confusion) in path analysis, grounded in simple orthogonalisation techniques and extended to flexible regression models. The aim is to establish an intuitive framework for defining path effects in multidimensional blocks, which remains applicable in unidimensional scenarios. This approach seeks to enhance the clarity and utility of path analysis in more complex, multivariate settings.
2025
9788899594244
Alternative Definitions Of Effects/Contributions In Path Analysis With Multidimensional Blocks / Næs, Tormod; Romano, Rosaria; Tomic, Oliver; Smilde, Age; Hovde Liland, Kristian. - (2025). ( 15th Scientific Meeting of the Classification and Data Analysis Group Napoli 8-18 settembre 2025).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/1012925
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