This package provides a function, ordinalgmifs, for fitting cumulative link, adjacent category, forward and backward continuation ratio, and stereotype ordinal response models when the number of parameters exceeds the sample size, using the the generalized monotone incremental forward stagewise method.
tools:::Rd_package_author("ordinalgmifs") Kellie J. Archer, Jiayi Hou, Qing Zhou, Kyle Ferber, John G. Layne, Amanda Gentry
Maintainer: tools:::Rd_package_maintainer("ordinalgmifs") Kellie J. Archer <archer.43@osu.edu>
tools:::Rd_package_DESCRIPTION("ordinalgmifs") tools:::Rd_package_indices("ordinalgmifs") This package contains generic methods (coef, plot, predict, print, summary) that can be invoked for an object fitted using ordinalgmifs.
Hastie T., Taylor J., Tibshirani R., and Walther G. (2007) Forward stagewise regression and the monotone lasso. Electronic Journal of Statistics, 1, 1-29.
See Also ordinalgmifs. For models where no predictor is penalized see vglm