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autostats
View on CRAN: Click
here
Download and install autostats package within the R console
Install from CRAN:
install.packages("autostats")
Install from Github:
library("remotes")
install_github("cran/autostats")
Install by package version:
library("remotes")
install_version("autostats", "0.4.1")
Attach the package and use:
library("autostats")
Maintained by
Harrison Tietze
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-10-28
Latest Update: 2023-08-28
Description:
Automatically do statistical exploration. Create formulas using tidyselect syntax and then determine cross-validated model accuracy and variable contributions using glm and xgboost. Contains additional helper functions to create and modify formulas. Has a flagship function to quickly determine relationships between categorical and continuous variables in the data set.
How to cite:
Harrison Tietze (2021). autostats: Auto Stats. R package version 0.4.1, https://cran.r-project.org/web/packages/autostats. Accessed 18 Feb. 2025.
Previous versions and publish date:
Other packages that cited autostats R package
View autostats citation profile
Other R packages that autostats depends,
imports, suggests or enhances
Complete documentation for autostats
Functions, R codes and Examples using
the autostats R package
Some associated functions: auto_anova . auto_boxplot . auto_cor . auto_model_accuracy . auto_t_test . auto_tune_xgboost . auto_variable_contributions . cap_outliers . create_monotone_constraints . determine_pred_type . eval_preds . f_charvec_to_formula . f_formula_to_charvec . f_modify_formula . get_params . impute_recosystem . pipe . plot_coefs_glm . plot_ctree . plot_varimp_cforest . plot_varimp_xgboost . tidy_cforest . tidy_ctree . tidy_formula . tidy_glm . tidy_predict . tidy_shap . tidy_xgboost . visualize_model .
Some associated R codes: auto_boxplot.R . auto_cor.R . auto_model_accuracy.R . auto_t_test.R . auto_variable_contributions.R . cap_outliers.R . determine_pred_type.R . eval_preds.R . get_params.R . get_unique_col_names.R . globals.R . guess_id_col.R . impute_recosystem.R . tidyModels.R . tidy_agtboost.R . tidy_anova.R . tidy_catboost.R . tidy_ctree.R . tidy_foci.R . tidy_formula.R . tidy_predict.R . tidy_shap.R . tidy_xgboost.R . tidy_xgboost_lgb.R . tune_xgboost.R . utils-pipe.R . visualize_model.R . Full autostats package functions and examples
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