Description
Additive Heredity Model: Method for the Mixture-of-Mixtures Experiments.
Description
An implementation of the additive heredity model for the mixture-of-mixtures experiments of Shen et al. (2019) in Technometrics <doi:10.1080/00401706.2019.1630010>. The additive heredity model considers an additive structure to inherently connect the major components with the minor components. The additive heredity model has a meaningful interpretation for the estimated model because of the hierarchical and heredity principles applied and the nonnegative garrote technique used for variable selection.
README.md
AHM: Additive heredity model for the analysis of mixture-of-mixtures experiments
Introduction
The ahm package provides estimation for the mixture-of-mixtures experiment using the additive heredity modeling strategy. Documentation for the package can be found here:
browseVignettes(package="AHM")
Citation
If you find ahm useful, please cite the following paper:
Shen, S., Kang, L., and Deng, X., (2019+) Additive heredity model for the analysis of mixture-of-mixtures experiments. Submitted.