Description: Functionalities to compute model based genetic components i.e. genotypic variance, phenotypic variance and heritability for given traits of different genotypes from replicated data using methodology explained by Burton, G. W. & Devane, E. H. (1953) (<doi:10.2134/agronj1953.00021962004500100005x>) and Allard, R.W. (2010, ISBN:8126524154).
Imports: dplyr, eda4treeR, lme4, magrittr, stats

Title: Regularized Categorial Effects/Categorial Effect Modifiers in
Description: The function fits generalized linear models with
categorial effects and categorial effect modifiers. The model
is specified by giving a symbolic description of the linear
predictor and a description of the error distribution.
Estimation employs regularization and model selection
strategies to fuse and/or select a covariate's categories.
These strategies are either a penalty combining the fused and
the pure Lasso or a forward selection strategy employing

Title: Regularized Categorial Effects/Categorial Effect
Description: The function fits generalized structured regression models
with regularized categorical effects, categorical effect
modifiers, continuous effects and smooth effects.
Depends: R (>= 2.10.0), Matrix, MASS, splines

Description: The function fits generalized structured regression models with regularized categorical effects, categorical effect modifiers, continuous effects and smooth effects.

Title: Regularized Categorical Effects/Categorical Effect
Description: Generalized structured regression models with regularized categorical effects, categorical effect modifiers, continuous effects and smooth effects.

Depends: R (>= 2.10.0), Matrix, MASS, splines, mgcv

Title: Global Validation of Linear Models Assumptions
Author: Edsel A. Pena <pena@stat.sc.edu> and Elizabeth H. Slate
Description: Methods from the paper: Pena, EA and Slate, EH, "Global
Validation of Linear Model Assumptions," J. American

Author: Edsel A. Pena <pena@stat.sc.edu> and Elizabeth H. Slate <slateeh@musc.edu>
Description: Methods from the paper: Pena, EA and Slate, EH, "Global Validation of Linear Model Assumptions," J. American Statistical Association, 101(473):341-354, 2006.