Other packages > Find by keyword >

LKT  

Logistic Knowledge Tracing
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("LKT", "1.7.0")



Attach the package and use:
library("LKT")
Maintained by
Philip I. Pavlik Jr.
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-06-07
Latest Update: 2024-07-01
Description:
Computes Logistic Knowledge Tracing ('LKT') which is a general method for tracking human learning in an educational software system. Please see Pavlik, Eglington, and Harrel-Williams (2021) . 'LKT' is a method to compute features of student data that are used as predictors of subsequent performance. 'LKT' allows great flexibility in the choice of predictive components and features computed for these predictive components. The system is built on top of 'LiblineaR', which enables extremely fast solutions compared to base glm() in R.
How to cite:
Philip I. Pavlik Jr. (2021). LKT: Logistic Knowledge Tracing. R package version 1.7.0, https://cran.r-project.org/web/packages/LKT. Accessed 02 Nov. 2026.
Previous versions and publish date:
1.0.1 (2021-11-29 08:40), 1.0 (2021-06-07 09:00), 1.1.0 (2022-02-21 14:30), 1.2.0 (2022-07-15 15:00), 1.3.0 (2022-10-10 20:10), 1.5.0 (2023-05-25 09:20), 1.6.0 (2023-12-11 16:50), (2026-07-09 08:08)
Other packages that cited LKT R package
View LKT citation profile
Other R packages that LKT depends, imports, suggests or enhances
Complete documentation for LKT
Functions, R codes and Examples using the LKT R package
Some associated functions: LKT . LKT_HDI . ViewExcel . computeSpacingPredictors . computefeatures . countOutcome . largerawsample . samplelkt . smallSet . 
Some associated R codes: LKTfunctions.R . data.R .  Full LKT package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

VFP  
Variance Function Program
Variance function estimation for models proposed by W. Sadler in his variance function program ('VF ...
Download / Learn more Package Citations See dependency  
palaeoverse  
Prepare and Explore Data for Palaeobiological Analyses
Provides functionality to support data preparation and exploration for palaeobiological analyses, i ...
Download / Learn more Package Citations See dependency  
EDOtrans  
Euclidean Distance-Optimized Data Transformation
A data transformation method which takes into account the special property of scale non-invariance w ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
SemiEstimate  
Solve Semi-Parametric Estimation by Implicit Profiling
Semi-parametric estimation problem can be solved by two-step Newton-Raphson iteration. The implicit ...
Download / Learn more Package Citations See dependency  
aws.translate  
Client for 'AWS Translate'
A client for 'AWS Translate' , a machine translation ...
Download / Learn more Package Citations See dependency  

29,315

R Packages

247,686

Dependencies

77,531

Author Associations

29,316

Publication Badges

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