Other packages > Find by keyword >

logicDT  

Identifying Interactions Between Binary Predictors
View on CRAN: Click here


Download and install logicDT package within the R console
Install from CRAN:
install.packages("logicDT")

Install from Github:
library("remotes")
install_github("cran/logicDT")

Install by package version:
library("remotes")
install_version("logicDT", "1.0.5")



Attach the package and use:
library("logicDT")
Maintained by
Michael Lau
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-11-19
Latest Update: 2024-09-23
Description:
A statistical learning method that tries to find the best set of predictors and interactions between predictors for modeling binary or quantitative response data in a decision tree. Several search algorithms and ensembling techniques are implemented allowing for finetuning the method to the specific problem. Interactions with quantitative covariables can be properly taken into account by fitting local regression models. Moreover, a variable importance measure for assessing marginal and interaction effects is provided. Implements the procedures proposed by Lau et al. (2024, ).
How to cite:
Michael Lau (2021). logicDT: Identifying Interactions Between Binary Predictors. R package version 1.0.5, https://cran.r-project.org/web/packages/logicDT. Accessed 09 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:53), 1.0.0 (2021-11-19 15:50), 1.0.1 (2021-11-21 17:10), 1.0.2 (2022-04-26 13:20), 1.0.3 (2023-01-14 14:00), 1.0.4 (2024-01-19 14:10)
Other packages that cited logicDT R package
View logicDT citation profile
Other R packages that logicDT depends, imports, suggests or enhances
Complete documentation for logicDT
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  
TRMF  
Temporally Regularized Matrix Factorization
Functions to estimate temporally regularized matrix factorizations (TRMF) for forecasting and imputi ...
Download / Learn more Package Citations See dependency  
githubinstall  
A Helpful Way to Install R Packages Hosted on GitHub
Provides an helpful way to install packages hosted on GitHub. ...
Download / Learn more Package Citations See dependency  
separationplot  
Separation Plots
Visual representations of model fit or predictive success in the form of "separation plots." See Gr ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
baffle  
Make Waffle Plots with Base Graphics
Waffle plots are rectangular pie charts that represent a quantity or abundances using colored squar ...
Download / Learn more Package Citations See dependency  

28,989

R Packages

247,686

Dependencies

76,729

Author Associations

28,990

Publication Badges

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