Other packages > Find by keyword >

autostats  

Auto Stats
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]
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:
0.1.0 (2021-10-28 21:40), 0.2.0 (2021-12-10 10:30), 0.3.0 (2022-02-09 09:50), 0.3.1 (2022-08-19 15:10), 0.4.0 (2022-11-07 11:20)
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
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

clustMixType  
k-Prototypes Clustering for Mixed Variable-Type Data
Functions to perform k-prototypes partitioning clustering for mixed variable-type data according to ...
Download / Learn more Package Citations See dependency  
RobustBayesianCopas  
Robust Bayesian Copas Selection Model
Fits the robust Bayesian Copas (RBC) selection model of Bai et al. (2020) for cor ...
Download / Learn more Package Citations See dependency  
fclust  
Fuzzy Clustering
Algorithms for fuzzy clustering, cluster validity indices and plots for cluster validity and visuali ...
Download / Learn more Package Citations See dependency  
OptGS  
Near-Optimal Group-Sequential Designs for Continuous Outcomes
Optimal group-sequential designs minimise some function of the expected and maximum sample size whil ...
Download / Learn more Package Citations See dependency  
readxlsb  
Read 'Excel' Binary (.xlsb) Workbooks
Import data from 'Excel' binary (.xlsb) workbooks into R. ...
Download / Learn more Package Citations See dependency  
ppmf  
Read Census Privacy Protected Microdata Files
Implements data processing described in to align modern differentially ...
Download / Learn more Package Citations See dependency  

23,712

R Packages

205,795

Dependencies

64,332

Author Associations

23,631

Publication Badges

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