RLRsim - Exact (Restricted) Likelihood Ratio Tests for Mixed and Additive Models
Rapid, simulation-based exact (restricted) likelihood ratio tests for testing the presence of variance components/nonparametric terms for models fit with nlme::lme(),lme4::lmer(), lmeTest::lmer(), gamm4::gamm4(), mgcv::gamm() and SemiPar::spm().
Last updated 2 years ago
12 stars 4.83 score 11 dependencies 21 dependentstf - S3 Classes and Methods for Tidy Functional Data
Defines S3 vector data types for vectors of functional data (grid-based, spline-based or functional principal components-based) with all arithmetic and summary methods, derivation, integration and smoothing, plotting, data import and export, and data wrangling, such as re-evaluating, subsetting, sub-assigning, zooming into sub-domains, or extracting functional features like minima/maxima and their locations. The implementation allows including such vectors in data frames for joint analysis of functional and scalar variables.
Last updated 10 days ago
5 stars 2.39 score 16 dependencies 2 dependentsspikeSlabGAM - Bayesian Variable Selection and Model Choice for Generalized Additive Mixed Models
Bayesian variable selection, model choice, and regularized estimation for (spatial) generalized additive mixed regression models via stochastic search variable selection with spike-and-slab priors.
Last updated 5 days ago
13 stars 2.28 score 46 dependencies 1 dependents