Other packages > Find by keyword >

Explore topics

By keyword . Oldest R packages . Newest R packages . Top downloaded R packages . Datasets . Archived R packages . Top downloaded last week . Top downloaded yesterday

insight

Star Watch Copy Code

Easy Access to Model Information for Various Model Objects

View on CRAN: Click here

Download and install insight package within the R console
Install from CRAN:

 install.packages("insight")

Install from Github:

 library("remotes")

                        install_github("cran/insight")

Install by package version:

 library("remotes")

                        install_version("insight", "1.0.1")

Attach the package and use:

 library("insight")

Maintained by
Daniel Lüdecke
[Scholar Profile | Author Map]

All associated links for this package

First Published: 2019-03-05

Latest Update: 2023-06-29

Description:

A tool to provide an easy, intuitive and consistent access to information contained in various R models, like model formulas, model terms, information about random effects, data that was used to fit the model or data from response variables. 'insight' mainly revolves around two types of functions: Functions that find (the names of) information, starting with 'find_', and functions that get the underlying data, starting with 'get_'. The package has a consistent syntax and works with many different model objects, where otherwise functions to access these information are missing.

How to cite:

Daniel Lüdecke (2019). insight: Easy Access to Model Information for Various Model Objects. R package version 1.0.1, https://cran.r-project.org/web/packages/insight. Accessed 30 Jan. 2025.

Previous versions and publish date:

0.1.2 (2019-03-05 16:20), 0.2.0 (2019-03-29 10:10), 0.3.0 (2019-05-12 00:01), 0.4.0 (2019-07-01 11:10), 0.4.1 (2019-07-24 11:30), 0.5.0 (2019-09-07 18:40), 0.6.0 (2019-10-17 22:20), 0.7.0 (2019-11-14 23:40), 0.7.1 (2019-11-28 15:30), 0.8.0 (2020-01-14 12:20), 0.8.1 (2020-02-02 18:10), 0.8.2 (2020-03-06 19:20), 0.8.3 (2020-04-20 10:50), 0.8.4 (2020-05-13 20:40), 0.8.5 (2020-06-08 15:30), 0.9.0 (2020-07-20 06:50), 0.9.1 (2020-08-26 18:10), 0.9.5 (2020-09-07 12:20), 0.9.6 (2020-09-20 21:50), 0.10.0 (2020-10-22 06:50), 0.11.0 (2020-11-24 15:10), 0.11.1 (2020-12-08 13:30), 0.12.0 (2021-01-14 22:30), 0.13.0 (2021-02-15 15:50), 0.13.1 (2021-02-22 15:50), 0.13.2 (2021-04-01 08:50), 0.14.0 (2021-05-07 12:50), 0.14.1 (2021-05-28 20:00), 0.14.2 (2021-06-22 11:50), 0.14.3 (2021-08-17 10:00), 0.14.4 (2021-09-02 06:10), 0.14.5 (2021-10-16 16:20), 0.15.0 (2022-01-07 17:22), 0.16.0 (2022-02-17 01:50), 0.17.0 (2022-03-29 08:40), 0.17.1 (2022-05-13 11:00), 0.18.0 (2022-07-05 14:50), 0.18.2 (2022-08-10 13:50), 0.18.3 (2022-09-18 21:36), 0.18.4 (2022-09-21 00:30), 0.18.5 (2022-10-12 13:22), 0.18.6 (2022-10-23 11:45), 0.18.7 (2022-11-18 10:10), 0.18.8 (2022-11-24 11:10), 0.19.0 (2023-01-30 13:10), 0.19.1 (2023-03-18 19:10), 0.19.2 (2023-05-23 18:22), 0.19.3 (2023-06-29 15:30), 0.19.4 (2023-09-10 21:00), 0.19.5 (2023-09-13 15:20), 0.19.6 (2023-10-12 13:50), 0.19.7 (2023-11-26 15:50), 0.19.8 (2024-01-31 20:30), 0.19.9 (2024-03-15 23:30), 0.19.10 (2024-03-22 08:50), 0.19.11 (2024-05-12 20:54), 0.20.0 (2024-06-04 11:49), 0.20.1 (2024-06-11 17:40), 0.20.2 (2024-07-13 17:50), 0.20.3 (2024-08-16 13:00), 0.20.4 (2024-09-02 00:20), 0.20.5 (2024-10-02 09:50), 1.0.0 (2024-11-26 15:50)

Other packages that cited insight R package

View insight citation profile

Other R packages that insight depends, imports, suggests or enhances

View insight dependency map

Complete documentation for insight

View documentation PDF

Functions, R codes and Examples using the insight R package

Some associated functions: all_models_equal . check_if_installed . clean_names . clean_parameters . color_if . compact_character . compact_list . display . dot-colour_detect . download_model . ellipsis_info . export_table . find_algorithm . find_formula . find_interactions . find_offset . find_parameters.BGGM . find_parameters.averaging . find_parameters.betamfx . find_parameters.emmGrid . find_parameters.gamlss . find_parameters.glmmTMB . find_parameters . find_parameters.zeroinfl . find_predictors . find_random . find_random_slopes . find_response . find_smooth . find_statistic . find_terms . find_transformation . find_variables . find_weights . fish . format_bf . format_capitalize . format_ci . format_message . format_number . format_p . format_pd . format_rope . format_string . format_table . format_value . get_auxiliary . get_call . get_data . get_datagrid . get_deviance . get_df . get_family . get_intercept . get_loglikelihood . get_modelmatrix . get_parameters.BGGM . get_parameters.betamfx . get_parameters.betareg . get_parameters.emmGrid . get_parameters.gamm . get_parameters.glmm . get_parameters.htest . get_parameters . get_parameters.zeroinfl . get_predicted . get_predicted_ci . get_predictors . get_priors . get_random . get_residuals . get_response . get_sigma . get_statistic . get_transformation . get_varcov . get_variance . get_weights . has_intercept . insight-package . is_converged . is_empty_object . is_gam_model . is_mixed_model . is_model . is_model_supported . is_multivariate . is_nested_models . is_nullmodel . link_function . link_inverse . model_info . model_name . n_grouplevels . n_obs . n_parameters . null_model . object_has_names . print_color . print_parameters . standardize_column_order . standardize_names . text_remove_backticks . trim_ws .
Some associated R codes: all_equal_models.R . apply_table_theme.R . check_if_installed.R . clean_names.R . clean_parameters.R . color_if.R . colour_tools.R . compute_variances.R . display.R . download_model.R . ellipsis_info.R . export_table.R . find_algorithm.R . find_formula.R . find_interactions.R . find_offset.R . find_parameter_zi.R . find_parameters.R . find_parameters_bayesian.R . find_parameters_emmeans.R . find_parameters_gam.R . find_parameters_mfx.R . find_parameters_mixed.R . find_parameters_other.R . find_predictors.R . find_random.R . find_random_slopes.R . find_response.R . find_smooth.R . find_statistic.R . find_terms.R . find_transformation.R . find_variables.R . find_weights.R . fish.R . format_bf.R . format_capitalize.R . format_ci.R . format_message.R . format_number.R . format_p.R . format_pd.R . format_rope.R . format_string.R . format_table.R . format_value.R . get_auxiliary.R . get_call.R . get_data.R . get_datagrid.R . get_deviance.R . get_df.R . get_df_betwithin.R . get_df_kenward-rogers.R . get_df_ml1.R . get_df_residual.R . get_df_satterthwaite.R . get_family.R . get_intercept.R . get_loglikelihood.R . get_modelmatrix.R . get_nested_lme_varcorr.R . get_parameters.R . get_parameters_bayesian.R . get_parameters_censored.R . get_parameters_emmeans.R . get_parameters_gam.R . get_parameters_htest.R . get_parameters_mfx.R . get_parameters_mixed.R . get_parameters_others.R . get_parameters_zi.R . get_predicted.R . get_predicted_args.R . get_predicted_bayesian.R . get_predicted_ci.R . get_predicted_ci_zeroinflated.R . get_predicted_fixedeffects.R . get_predicted_gam.R . get_predicted_methods.R . get_predicted_mixed.R . get_predicted_ordinal.R . get_predicted_other.R . get_predicted_se.R . get_predicted_zeroinfl.R . get_predictors.R . get_priors.R . get_random.R . get_residuals.R . get_response.R . get_sigma.R . get_statistic.R . get_transformation.R . get_varcov.R . get_varcov_sandwich.R . get_variances.R . get_weights.R . has_intercept.R . helper_functions.R . insight-package.R . is_converged.R . is_gam_model.R . is_mixed_model.R . is_model.R . is_model_supported.R . is_multivariate.R . is_nested_models.R . is_nullmodel.R . link_function.R . link_inverse.R . model_info.R . model_name.R . n_grouplevels.R . n_obs.R . n_parameters.R . null_model.R . print.easystats_check.R . print_color.R . print_parameters.R . standardize_column_order.R . standardize_names.R . text_remove_backticks.R . utilities.R . utils_compact.R . utils_get_data.R . utils_model_info.R . utils_object.R . Full insight package functions and examples

Downloads during the last 30 days

Get rewarded with contribution points by helping add

Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

fastmit

Fast Mutual Information Based Independence Test

A mutual information estimator based on k-nearest neighbor method proposed by A. Kraskov, et al. (20 ...
Download / Learn more Package Citations See dependency

Maintainer: Shiyun Lin (view profile)

r2resize

In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents

Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency

Maintainer: Obinna Obianom (view profile)

kesernetwork

Visualization of the KESER Network

A shiny app to visualize the knowledge networks for the code concepts. Using co-occurrence matrices ...
Download / Learn more Package Citations See dependency

Maintainer: Su-Chun Cheng (view profile)

WtTopsis

Weighted Method for Multiple-Criteria Decision Making

Evaluation of alternatives based on multiple criteria using weighted technique for Order preference ...
Download / Learn more Package Citations See dependency

Maintainer: zhengyu wu (view profile)

GGMncv

Gaussian Graphical Models with Nonconvex Regularization

Estimate Gaussian graphical models with nonconvex penalties , including ...
Download / Learn more Package Citations See dependency

Maintainer: Donald Williams (view profile)

convertid

Convert Gene IDs Between Each Other and Fetch Annotations from Biomart

Gene Symbols or Ensembl Gene IDs are converted using the Bimap interface in 'AnnotationDbi' in conve ...
Download / Learn more Package Citations See dependency

Maintainer: Vidal Fey (view profile)

Legesse Kassa Debusho