Package index • RmlxStats

Linear Models

mlxs_lm(): MLX-backed linear regression
mlxs_lm_fit(): Fit an MLX linear model from design matrices
mlxs_lm_methods: mlxs_lm method utilities

Generalized Linear Models

mlxs_glm(): MLX-backed generalized linear model
coef(<mlxs_glm>) predict(<mlxs_glm>) fitted(<mlxs_glm>) residuals(<mlxs_glm>) vcov(<mlxs_glm>) print(<mlxs_glm>) summary(<mlxs_glm>) print(<summary.mlxs_glm>) anova(<mlxs_glm>) model.frame(<mlxs_glm>) model.matrix(<mlxs_glm>) terms(<mlxs_glm>) nobs(<mlxs_glm>) tidy(<mlxs_glm>) glance(<mlxs_glm>) augment(<mlxs_glm>): mlxs_glm method utilities

Elastic Net Models

mlxs_glmnet(): MLX-backed elastic net regression

Bootstrapping

mlxs_boot(): Bootstrap MLX arrays along the first dimension

Family Functions

mlxs_gaussian(): MLX-friendly Gaussian family
mlxs_binomial(): MLX-friendly binomial family
mlxs_poisson(): MLX-friendly Poisson family
mlxs_quasibinomial(): MLX-friendly quasibinomial family
mlxs_quasipoisson(): MLX-friendly quasipoisson family
generics-reexports: Re-export generics