R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
LOGANTree
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]
[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.
Other packages that cited LOGANTree R package
View LOGANTree citation profile
Other R packages that LOGANTree depends,
imports, suggests or enhances
Functions, R codes and Examples using
the LOGANTree R package
Some associated functions: ChiSquarePlot . ChiSquareTable . ComputeChisquared . DataPartition . DtResult . LOGANTree . NearZeroVariance . PartialDependencePlot . PerformanceMetrics . RocPlot . TreeModels . TreeModelsAllSteps . VariableImportancePlot . VariableImportanceTable . cp025q01.features . cp025q01.wgt . testing . training .
Some associated R codes: ChisquarePlot.R . ChisquareTable.R . ComputeChisquared.R . DataPartition.R . DtResult.R . LOGANTree.R . NearZeroVariance.R . PartialDependenceplot.R . PerformanceMetrics.R . RocPlot.R . Testing.R . Training.R . TreeModels.R . TreeModelsAllSteps.R . VariableImportancePlot.R . VariableImportanceTable.R . cp025q01.features.R . cp025q01.wgt.R . globals.R . Full LOGANTree package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
AdvBinomApps
Functions to compute upper Clopper-Pearson confidence limits of early life failure probabilities and ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Horst Lewitschnig (view profile)
ODMeans
OD-means is a hierarchical adaptive k-means algorithm based on origin-destination pairs.
In the fir ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Sebastian Moreno (view profile)
penppml
A set of tools that enables efficient estimation of penalized
Poisson Pseudo Maximum Likelihood reg ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Joao Cruz (view profile)
geofacet
Provides geographical faceting functionality for 'ggplot2'.
Geographical faceting arranges a sequen ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Ryan Hafen (view profile)
FluMoDL
Functions to estimate the mortality attributable to
influenza and temperature, using distributed-la ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Theodore Lytras (view profile)
27,372
R Packages
233,548
Dependencies
72,820
Author Associations
27,205
Publication Badges
