supported_models: Listing of Supported Models

supported_modelsR Documentation

Listing of Supported Models

Description

Listing of Supported Models

Usage

supported_models

Format

A data frame with one row per supported model

model

Model

notes

Notes

Supported models

model notes
betareg::betareg() Use tidy_parameters() as tidy_fun with component argument to control with coefficients to return. broom::tidy() does not support the exponentiate argument for betareg models, use tidy_parameters() instead.
biglm::bigglm()
brms::brm() broom.mixed package required
cmprsk::crr() Limited support. It is recommended to use tidycmprsk::crr() instead.
fixest::feglm() May fail with R <= 4.0.
fixest::femlm() May fail with R <= 4.0.
fixest::feNmlm() May fail with R <= 4.0.
fixest::feols() May fail with R <= 4.0.
gam::gam()
geepack::geeglm()
glmmTMB::glmmTMB() broom.mixed package required
lavaan::lavaan() Limited support for categorical variables
lfe::felm()
lme4::glmer.nb() broom.mixed package required
lme4::glmer() broom.mixed package required
lme4::lmer() broom.mixed package required
logitr::logitr() Requires logitr >= 0.8.0
MASS::glm.nb()
MASS::polr()
mgcv::gam() Use default tidier broom::tidy() for smooth terms only, or gtsummary::tidy_gam() to include parametric terms
mice::mira Limited support. If mod is a mira object, use tidy_fun = function(x, ...) {mice::pool(x) %>% mice::tidy(...)}
mmrm::mmrm()
multgee::nomLORgee() Experimental support. Use tidy_multgee() as tidy_fun.
multgee::ordLORgee() Experimental support. Use tidy_multgee() as tidy_fun.
nnet::multinom()
ordinal::clm() Limited support for models with nominal predictors.
ordinal::clmm() Limited support for models with nominal predictors.
parsnip::model_fit Supported as long as the type of model and the engine is supported.
plm::plm()
pscl::hurdle() Use tidy_zeroinfl() as tidy_fun.
pscl::zeroinfl() Use tidy_zeroinfl() as tidy_fun.
rstanarm::stan_glm() broom.mixed package required
stats::aov() Reference rows are not relevant for such models.
stats::glm()
stats::lm()
stats::nls() Limited support
survey::svycoxph()
survey::svyglm()
survey::svyolr()
survival::cch() `Experimental support.
survival::clogit()
survival::coxph()
survival::survreg()
tidycmprsk::crr()
VGAM::vglm() Limited support. It is recommended to use tidy_parameters() as tidy_fun.

broom.helpers documentation built on Sept. 11, 2024, 6:31 p.m.