Other packages > Find by keyword >

insight  

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", "1.2.0")



Attach the package and use:
library("insight")
Maintained by
Daniel Lüdecke
[Scholar Profile | Author Map]
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 1.2.0, https://cran.r-project.org/web/packages/insight. Accessed 29 Apr. 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), 1.0.1 (2025-01-10 02:00), 1.0.2 (2025-02-06 14:20), 1.1.0 (2025-03-02 00:10)
Other packages that cited insight R package
View insight citation profile
Other R packages that insight depends, imports, suggests or enhances
Complete documentation for insight
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
03/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/28Downloads for insight3000400050006000700080009000TrendBars

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
NBBDesigns  
Neighbour Balanced Block Designs (NBBDesigns)
Neighbour-balanced designs ensure that no treatment is disadvantaged unfairly by its surroundings. T ...
Download / Learn more Package Citations See dependency  
knockoff  
The Knockoff Filter for Controlled Variable Selection
The knockoff filter is a general procedure for controlling the false discovery rate (FDR) when perf ...
Download / Learn more Package Citations See dependency  
PCAmatchR  
Match Cases to Controls Based on Genotype Principal Components
Matches cases to controls based on genotype principal components (PC). In order to produce better r ...
Download / Learn more Package Citations See dependency  
bigGP  
Distributed Gaussian Process Calculations
Distributes Gaussian process calculations across nodes in a distributed memory setting, using Rmpi. ...
Download / Learn more Package Citations See dependency  
phecodemap  
Visualization for PheCode Mapping with ICD-9 and ICD-10-CM Codes
To build a shiny app for visualization of the hierarchy of PheCode Mapping with International Classi ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA