Change-plane analysis for subgroup detection with a continuous treatment.
Sign Up to like & getrecommendations! Published in 2022 at "Biometrics"
DOI: 10.1111/biom.13762
Abstract: Detecting and characterizing subgroups with differential effects of a binary treatment has been widely studied and led to improvements in patient outcomes and population risk management. Under the setting of a continuous treatment, however, such… read more here.
Keywords: treatment; continuous treatment; subgroup; change plane ... See more keywords
Change plane model averaging for subgroup identification
Sign Up to like & getrecommendations! Published in 2023 at "Statistical Methods in Medical Research"
DOI: 10.1177/09622802231154327
Abstract: Central to personalized medicine and tailored therapies is discovering the subpopulations that account for treatment effect heterogeneity and are likely to benefit more from given interventions. In this article, we introduce a change plane model… read more here.
Keywords: change; model averaging; plane model; change plane ... See more keywords