RELATIVE IMPORTANCE ANALYSIS WITH MULTIVARIATE MODELS: SHIFTING THE FOCUS FROM INDEPENDENT VARIABLES TO PARAMETER ESTIMATES

RELATIVE IMPORTANCE ANALYSIS WITH MULTIVARIATE MODELS: SHIFTING THE FOCUS FROM INDEPENDENT VARIABLES TO PARAMETER ESTIMATES

Conclusions regarding the relative importance of different independent variables in a statistical model have meaningful implications for theory and practice. However, methods for determining relative importance have yet to extend beyond statistical models with a single dependent variable and a limi...

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Bibliographic Details
Main Authors: Joseph N. Luchman, Xue Lei, Seth Kaplan
Format: Article
Language:English
Published: Sarawak Research Society (SRS) 2020-06-01
Series:Journal of Applied Structural Equation Modeling
Subjects:
relative importance
dominance analysis
path analysis
zero-inflated poisson regression
multivariate model
Online Access:https://jasemjournal.com/wp-content/uploads/2020/07/Luchman-et-al-2020-Vol4Issue2.pdf

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