Other packages > Find by keyword >

LOGANTree  

Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("LOGANTree", "0.1.1")



Attach the package and use:
library("LOGANTree")
Maintained by
Qi Qin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-03-29
Latest Update:
Description:
Enables researchers to model log-file data from computer-based assessments using machine-learning techniques. It allows researchers to generate new knowledge by comparing the performance of three tree-based classification models (i.e., decision trees, random forest, and gradient boosting) to predict student's outcome. It also contains a set of handful functions for the analysis of the features' influence on the modeling. Data from the Climate control item from the 2012 Programme for International Student Assessment (PISA, ) is available for an illustration of the package's capability. He, Q., & von Davier, M. (2015) Boehmke, B., & Greenwell, B. M. (2019) .
How to cite:
Qi Qin (2022). LOGANTree: Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments. R package version 0.1.1, https://cran.r-project.org/web/packages/LOGANTree. Accessed 08 Jun. 2026.
Previous versions and publish date:
0.1.0 (2022-03-29 21:20), 0.1.1 (2022-06-23 00:20)
Other packages that cited LOGANTree R package
View LOGANTree citation profile
Other R packages that LOGANTree depends, imports, suggests or enhances
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
AdvBinomApps  
Upper Clopper-Pearson Confidence Limits for Burn-in Studies under Additional Available Information
Functions to compute upper Clopper-Pearson confidence limits of early life failure probabilities and ...
Download / Learn more Package Citations See dependency  
ODMeans  
OD-Means: k-Means for Origin-Destination
OD-means is a hierarchical adaptive k-means algorithm based on origin-destination pairs. In the fir ...
Download / Learn more Package Citations See dependency  
penppml  
Penalized Poisson Pseudo Maximum Likelihood Regression
A set of tools that enables efficient estimation of penalized Poisson Pseudo Maximum Likelihood reg ...
Download / Learn more Package Citations See dependency  
geofacet  
'ggplot2' Faceting Utilities for Geographical Data
Provides geographical faceting functionality for 'ggplot2'. Geographical faceting arranges a sequen ...
Download / Learn more Package Citations See dependency  
FluMoDL  
Influenza-Attributable Mortality with Distributed-Lag Models
Functions to estimate the mortality attributable to influenza and temperature, using distributed-la ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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