Partial Least Squares (PLS) path modeling
GPTKB entity
Statements (29)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
structural equation modeling technique |
| gptkbp:advantage |
handles non-normal data
suitable for exploratory research works with small sample sizes |
| gptkbp:alternativeTo |
covariance-based structural equation modeling
|
| gptkbp:citation |
Wold, H. (1982). Soft modeling: The basic design and some extensions. Systems under indirect observation.
|
| gptkbp:component |
inner model
measurement model outer model structural model |
| gptkbp:developedBy |
gptkb:Herman_Wold
|
| https://www.w3.org/2000/01/rdf-schema#label |
Partial Least Squares (PLS) path modeling
|
| gptkbp:introducedIn |
1970s
|
| gptkbp:relatedTo |
gptkb:principal_component_analysis
statistical analysis path analysis latent variable modeling |
| gptkbp:software |
gptkb:ADANCO
gptkb:PLS-Graph gptkb:SmartPLS R package plspm |
| gptkbp:usedFor |
analyzing complex relationships between observed and latent variables
|
| gptkbp:usedIn |
social sciences
marketing research management research information systems research |
| gptkbp:bfsParent |
gptkb:Vincenzo_Vinzi
|
| gptkbp:bfsLayer |
5
|