1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ME2026
Bias Correction for Relative Importance Measures via Doubly Stochastic Reallocation
Tien-En Chang, Argon Chen
Relative importance (RI) analysis quantifies each predictor's contribution to the explained variance of a linear model. General Dominance (GD), a widely used benchmark, requires ev…
stat.ME2025
Understanding and Using the Relative Importance Measures Based on Orthogonalization and Reallocation
Tien-En Chang, Argon Chen
A class of relative importance measures based on orthogonalization and reallocation, ORMs, has been found to effectively approximate the General Dominance index (GD). In particular…
stat.ML2025★ 1 cited
Variable Selection Using Relative Importance Rankings
Tien-En Chang, Argon Chen
Although conceptually related, variable selection and relative importance (RI) analysis have been treated quite differently in the literature. While RI is typically used for post-h…