Become an expert in R — Interactive courses, Cheat Sheets, certificates and more!

broom.helpers

Helpers for Model Coefficients Tibbles

Provides suite of functions to work with regression model 'broom::tidy()' tibbles. The suite includes functions to group regression model terms by variable, insert reference and header rows for categorical variables, add variable labels, and more.

Functions (41)

dot-clean_backticks

Remove backticks around variable names

dot-escape_regex

Escapes any characters that would have special meaning in a regular expression

dot-formula_list_to_named_list

Convert formula selector to a named list

dot-generic_selector

Generate a custom selector function

dot-select_to_varnames

Variable selector

model_compute_terms_contributions

Compute a matrix of terms contributions

model_get_assign

Get the assign attribute of model matrix of a model

model_get_coefficients_type

Get coefficient type

model_get_contrasts

Get contrasts used in the model

model_get_model

Get the model from model objects

model_get_model_frame

Get the model frame of a model

model_get_model_matrix

Get the model matrix of a model

model_get_n

Get the number of observations

model_get_nlevels

Get the number of levels for each factor used in xlevels

model_get_offset

Get model offset

model_get_response

Get model response

model_get_terms

Get the terms of a model

model_get_weights

Get sampling weights used by a model

model_get_xlevels

Get xlevels used in the model

model_identify_variables

Identify for each coefficient of a model the corresponding variable

model_list_contrasts

List contrasts used by a model

model_list_terms_levels

List levels of categorical terms

model_list_variables

List all the variables used in a model

reexports

Objects exported from other packages

select_helpers

Select helper functions

tidy_add_coefficients_type

Add coefficients type and label as attributes

tidy_add_contrasts

Add contrasts type for categorical variables

tidy_add_estimate_to_reference_rows

Add an estimate value to references rows for categorical variables

tidy_add_header_rows

Add header rows variables with several terms

tidy_add_n

Add the (weighted) number of observations

tidy_add_reference_rows

Add references rows for categorical variables

tidy_add_term_labels

Add term labels

tidy_add_variable_labels

Add variable labels

tidy_attach_model

Attach a full model to the tibble of model terms

tidy_disambiguate_terms

Disambiguate terms

tidy_identify_variables

Identify the variable corresponding to each model coefficient

tidy_parameters

Tidy a model with parameters package

tidy_plus_plus

Tidy a model and compute additional informations

tidy_remove_intercept

Remove intercept(s)

tidy_select_variables

Select variables to keep/drop

tidy_with_broom_or_parameters

Tidy a model with broom or parameters

broom.helpers

Helpers for Model Coefficients Tibbles

v1.3.0

GPL-3

Authors

Joseph Larmarange [aut, cre] (<https://orcid.org/0000-0001-7097-700X>), Daniel D. Sjoberg [aut] (<https://orcid.org/0000-0003-0862-2018>)

Initial release

broom.helpers

Functions (41)

broom.helpers

We don't support your browser anymore