Nonparametric maximum likelihood estimation or Gaussian
quadrature for overdispersed generalized linear models and
variance component models

Nonparametric maximum likelihood estimation for random effect
models

Nonparametric Maximum Likelihood Estimation for Random Effect
Models
Nonparametric maximum likelihood estimation or Gaussian
quadrature for overdispersed generalized linear models and
variance component models.

Fit multinomial logistic regression with a penalty on the nuclear
norm of the estimated regression coefficient matrix, using proximal
gradient descent.

Fit multinomial logistic regression with a penalty on the nuclear
norm of the estimated regression coefficient matrix, using proximal
gradient descent. Reference: Powers S, Hastie T and Tibshirani R
(2018) <doi:10.1177/1471082X18777669>.

Nonparametric Comparison of Multivariate Samples
Performs analysis of one-way multivariate data, for small
samples using Nonparametric techniques. Using approximations
for ANOVA Type, Wilk's Lambda, Lawley Hotelling, and Bartlett
Nanda Pillai Test statics, the package compares the multvariate
distributions for a single explanatory variable.  The
comparision is also performed using a permutation test for each
of the four test statistics.

Performs analysis of one-way multivariate data, for small samples using Nonparametric techniques. Using approximations for ANOVA Type, Wilks' Lambda, Lawley Hotelling, and Bartlett Nanda Pillai Test statics, the package compares the multivariate distributions for a single explanatory variable.  The comparison is also performed using a permutation test for each of the four test statistics. The package also performs an all-subsets algorithm regarding variables and regarding factor levels.

Nonparametric Tests for Equality of Location Against Ordered
Alternatives
Bulent Altunkaynak [aut, cre], Hamza Gamgam [aut]
Performs nonparametric tests for equality of location against ordered alternatives.

Nonparametric Partially-Balanced Incomplete Block Design
Analysis
Implements a nonparametric statistical test for rank or
score data from partially-balanced incomplete block-design
experiments.