Easy Access to Model Information for Various Model Objects


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Documentation for package ‘insight’ version 0.8.2

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A C D F G H I L M N P S

-- A --

all_models_equal Checks if all objects are models of same class
all_models_same_class Checks if all objects are models of same class

-- C --

clean_names Get clean names of model terms
clean_parameters Get clean names of model parameters
color_if Color-formatting for data columns based on condition
colour_if Color-formatting for data columns based on condition

-- D --

download_model Download circus models

-- F --

find_algorithm Find sampling algorithm and optimizers
find_formula Find model formula
find_interactions Find interaction terms from models
find_parameters Find names of model parameters
find_parameters.bayesx Find names of model parameters
find_parameters.BFBayesFactor Find names of model parameters
find_parameters.brmsfit Find names of model parameters
find_parameters.gam Find names of model parameters
find_parameters.hurdle Find names of model parameters
find_parameters.merMod Find names of model parameters
find_parameters.sim.merMod Find names of model parameters
find_parameters.stanreg Find names of model parameters
find_parameters.zcpglm Find names of model parameters
find_parameters.zeroinfl Find names of model parameters
find_predictors Find names of model predictors
find_random Find names of random effects
find_random_slopes Find names of random slopes
find_response Find name of the response variable
find_statistic Find statistic for model
find_terms Find all model terms
find_variables Find names of all variables
find_weights Find names of model weights
fish Sample data set
format_ci Confidence/Credible Interval (CI) Formatting
format_table Dataframe and Tables Pretty Formatting
format_value Numeric Values Formatting

-- G --

get_correlation_slope_intercept Get variance components from random effects models
get_data Get the data that was used to fit the model
get_data.brmsfit Get the data that was used to fit the model
get_data.clmm Get the data that was used to fit the model
get_data.gee Get the data that was used to fit the model
get_data.glmmadmb Get the data that was used to fit the model
get_data.glmmTMB Get the data that was used to fit the model
get_data.hurdle Get the data that was used to fit the model
get_data.lme Get the data that was used to fit the model
get_data.MCMCglmm Get the data that was used to fit the model
get_data.merMod Get the data that was used to fit the model
get_data.mixed Get the data that was used to fit the model
get_data.MixMod Get the data that was used to fit the model
get_data.rlmerMod Get the data that was used to fit the model
get_data.rqss Get the data that was used to fit the model
get_data.stanreg Get the data that was used to fit the model
get_data.zcpglm Get the data that was used to fit the model
get_parameters Get model parameters
get_parameters.aovlist Get model parameters
get_parameters.bayesx Find names of model parameters
get_parameters.BBmm Get model parameters
get_parameters.betareg Get model parameters
get_parameters.BFBayesFactor Get model parameters
get_parameters.brmsfit Get model parameters
get_parameters.cgam Get model parameters
get_parameters.clm2 Get model parameters
get_parameters.coxme Get model parameters
get_parameters.DirichletRegModel Get model parameters
get_parameters.Gam Get model parameters
get_parameters.gam Get model parameters
get_parameters.gamm Get model parameters
get_parameters.glimML Get model parameters
get_parameters.glmmTMB Get model parameters
get_parameters.lme Get model parameters
get_parameters.MCMCglmm Get model parameters
get_parameters.merMod Get model parameters
get_parameters.mixed Get model parameters
get_parameters.MixMod Get model parameters
get_parameters.rqss Get model parameters
get_parameters.sim.merMod Get model parameters
get_parameters.stanmvreg Get model parameters
get_parameters.stanreg Get model parameters
get_parameters.vgam Get model parameters
get_parameters.zcpglm Get model parameters
get_parameters.zeroinfl Get model parameters
get_predictors Get the data from model predictors
get_priors Get summary of priors used for a model
get_random Get the data from random effects
get_response Get the values from the response variable
get_statistic Get statistic associated with estimates
get_statistic.betareg Get statistic associated with estimates
get_statistic.clm2 Get statistic associated with estimates
get_statistic.default Get statistic associated with estimates
get_statistic.DirichletRegModel Get statistic associated with estimates
get_statistic.gee Get statistic associated with estimates
get_statistic.glmmTMB Get statistic associated with estimates
get_varcov Get variance-covariance matrix from models
get_varcov.betareg Get variance-covariance matrix from models
get_varcov.brmsfit Get variance-covariance matrix from models
get_varcov.clm2 Get variance-covariance matrix from models
get_varcov.DirichletRegModel Get variance-covariance matrix from models
get_varcov.gamlss Get variance-covariance matrix from models
get_varcov.glmmTMB Get variance-covariance matrix from models
get_varcov.hurdle Get variance-covariance matrix from models
get_varcov.MixMod Get variance-covariance matrix from models
get_varcov.mixor Get variance-covariance matrix from models
get_varcov.truncreg Get variance-covariance matrix from models
get_varcov.zcpglm Get variance-covariance matrix from models
get_variance Get variance components from random effects models
get_variance_dispersion Get variance components from random effects models
get_variance_distribution Get variance components from random effects models
get_variance_fixed Get variance components from random effects models
get_variance_intercept Get variance components from random effects models
get_variance_random Get variance components from random effects models
get_variance_residual Get variance components from random effects models
get_variance_slope Get variance components from random effects models
get_weights Get the values from model weights

-- H --

has_intercept Checks if model has an intercept

-- I --

is_model Checks if an object is a regression model object
is_model_supported Checks if an object is a regression model object supported in 'insight' package.
is_multivariate Checks if an object stems from a multivariate response model
is_nullmodel Checks if model is a null-model (intercept-only)

-- L --

link_function Get link-function from model object
link_function.betareg Get link-function from model object
link_function.DirichletRegModel Get link-function from model object
link_function.gamlss Get link-function from model object
link_inverse Get link-inverse function from model object
link_inverse.betareg Get link-inverse function from model object
link_inverse.DirichletRegModel Get link-inverse function from model object
link_inverse.gamlss Get link-inverse function from model object

-- M --

model_info Access information from model objects

-- N --

n_obs Get number of observations from a model
n_obs.stanmvreg Get number of observations from a model
n_obs.svyolr Get number of observations from a model

-- P --

print_color Coloured console output
print_colour Coloured console output
print_parameters Prepare summary statistics of model parameters for printing

-- S --

supported_models Checks if an object is a regression model object supported in 'insight' package.