Provides a formula interface for the 'glmnet' package for
    elasticnet regression, a method for cross-validating the alpha parameter,
    and other quality-of-life tools.

Provides generalized L-moments estimation methods for the
    generalized extreme value ('GEV') distribution. Implements both stationary
    'GEV' and non-stationary 'GEV11' models where location and scale parameters
    vary with time. Includes various penalty functions (Martins-Stedinger,
    Park, Cannon, Coles-Dixon) for shape parameter regularization.
    Also provides model averaging estimation ('ma.gev') that combines MLE and
    L-moment methods with multiple weighting schemes for robust high quantile
    estimation. The 'GLME' methodology is described in Shin et al. (2025a)
    <doi:10.48550/arXiv.2512.20385>. The non-stationary L-moment method
    is based on Shin et al. (2025b) <doi:10.1007/s42952-025-00325-3>.
    The model averaging method is described in Shin et al. (2026)
    <doi:10.1007/s00477-025-03167-x>.
    See also Hosking (1990) <doi:10.1111/j.2517-6161.1990.tb01775.x> for
    L-moments theory and Martins and Stedinger (2000)
    <doi:10.1029/1999WR900330> for penalized likelihood methods.

Contains all the data and functions used in Generalized
    Linear Models, 2nd edition, by Jeff Gill and Michelle Torres. Examples to create
    all models, tables, and plots are included for each data set.

A path-following algorithm for L1 regularized generalized linear models and Cox proportional hazards model.

Provides a function for fitting a penalized constrained  continuation ratio model using the glmpath algorithm and methods for  extracting coefficient estimates, predicted class, class probabilities, and plots as described by Archer and Williams (2012) <doi:10.1002/sim.4484>.

Implements a generalized version of principal components analysis
    (GLM-PCA) for dimension reduction of non-normally distributed data such as
    counts or binary matrices.
    Townes FW, Hicks SC, Aryee MJ, Irizarry RA (2019) <doi:10.1186/s13059-019-1861-6>.
    Townes FW (2019) <arXiv:1907.02647>.