The focus of the present work are Structural Equation Models in the Redundancy Analysis framework (SEM-RA) and, in particular, the extension of Redundancy Analysis to more than two sets of variables, with the recently developed Extended Redundancy Analysis as the major outline. Drawbacks of the model in presence of concomitant indicators will be highlighted, thus introducing a further extension, Generalized Redundancy Analysis, whose introduction will be motivated, along with a simulation study aimed to assess the performance of the model, in three path diagrams at increasing complexity.
|Titolo della pubblicazione ospite||47th Scientific Meeting of the Italian Statistical Society - p r o c e e d i n g s|
|Stato di pubblicazione||Pubblicato - 2014|
|Evento||47th Scientific Meeting of the Italian Statistical Society - Cagliari|
Durata: 11 giu 2014 → 13 giu 2014
|Convegno||47th Scientific Meeting of the Italian Statistical Society|
|Periodo||11/6/14 → 13/6/14|
- Redundancy Analysis, Structural Equation Modelling, Component Analysis