Title: Hierarchical Multiplicative Partitioning of Complex Phenotypes
Author: Zachary Marion, James Fordyce, and Benjamin Fitzpatrick
Description: Hierarchical group-wise partitioning of phenotypic diversity into
within-group (alpha), among-group (beta), and pooled-total (gamma)
Turnover and overlap are also calculated as standardized alternatives to
beta diversity. Hierarchical bootstrapping is used to approximate
uncertainty around each diversity component.
Packaged: 2015-03-20 15:33:23 UTC; Squeakums

Title: A Lasso for Hierarchical Interactions
Description: Fits sparse interaction models for continuous and binary
responses subject to the strong (or weak) hierarchy restriction
that an interaction between two variables only be included if
both (or at least one of) the variables is included as a main
effect.  For more details, see Bien, J., Taylor, J.,
Tibshirani, R., (2012) "A Lasso for Hierarchical Interactions"

accepted for publication in Annals of Statistics.

Description: Fits sparse interaction models for continuous and binary responses subject to the strong (or weak) hierarchy restriction that an interaction between two variables only be included if both (or at least one of) the variables is included as a main effect.  For more details, see Bien, J., Taylor, J., Tibshirani, R., (2013) "A Lasso for Hierarchical Interactions." Annals of Statistics. 41(3). 1111-1141.

Packaged: 2019-12-08 08:00:42 UTC; jacobbien

Packaged: 2020-02-03 20:40:07 UTC; jacobbien

Title: Hierarchical Sufficient Dimension Reduction
person("Jared", "Huling",  role = c("aut", "cre"), email = "jaredhuling@gmail.com")
Description: Provides semiparametric sufficient dimension reduction for central mean subspaces for heterogeneous data defined by combinations of binary factors (such as chronic conditions). Subspaces are estimated to be hierarchically nested to respect the structure of subpopulations with overlapping characteristics. This package is an implementation of the proposed methodology of Huling and Yu (2021) <doi:10.1111/biom.13546>.
Depends: R (>= 3.2.0), MASS, Matrix, locfit, lbfgs