Other packages > Find by keyword >

NPCDTools  

The Nonparametric Classification Methods for Cognitive Diagnosis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("NPCDTools", "1.0")



Attach the package and use:
library("NPCDTools")
Maintained by
Weixuan Xiao
[Scholar Profile | Author Map]
First Published: 2024-09-23
Latest Update: 2024-09-23
Description:
Statistical tools for analyzing cognitive diagnosis (CD) data collected from small settings using the nonparametric classification (NPCD) framework. The core methods of the NPCD framework includes the nonparametric classification (NPC) method developed by Chiu and Douglas (2013) <doi:10.1007/s00357-013-9132-9> and the general NPC (GNPC) method developed by Chiu, Sun, and Bian (2018) <doi:10.1007/s11336-017-9595-4> and Chiu and Köhn (2019) <doi:10.1007/s11336-019-09660-x>. An extension of the NPCD framework included in the package is the nonparametric method for multiple-choice items (MC-NPC) developed by Wang, Chiu, and Koehn (2023) <doi:10.3102/10769986221133088>.Functions associated with various extensions concerning the evaluation, validation, and feasibility of the CD analysis are also provided. These topics include the completeness of Q-matrix, Q-matrix refinement method, as well as Q-matrix estimation.
How to cite:
Weixuan Xiao (2024). NPCDTools: The Nonparametric Classification Methods for Cognitive Diagnosis. R package version 1.0, https://cran.r-project.org/web/packages/NPCDTools. Accessed 21 Feb. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited NPCDTools R package
View NPCDTools citation profile
Other R packages that NPCDTools depends, imports, suggests or enhances
Complete documentation for NPCDTools
Functions, R codes and Examples using the NPCDTools R package
Full NPCDTools package functions and examples
Downloads during the last 30 days
01/2201/2301/2401/2501/2601/2701/2801/2901/3001/3102/0102/0202/0302/0402/0502/0602/0702/0802/0902/1002/1102/1202/1302/1402/1502/1602/1702/1802/1902/20Downloads for NPCDTools24681012141618TrendBars
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

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  
gorpiper  
GORpipe Tool for R
R library for executing GOR queries using local GORpipe. ...
Download / Learn more Package Citations See dependency  
divDyn  
Diversity Dynamics using Fossil Sampling Data
Functions to describe sampling and diversity dynamics of fossil occurrence datasets (e.g. from the P ...
Download / Learn more Package Citations See dependency  
PCLassoReg  
Group Regression Models for Risk Protein Complex Identification
Two protein complex-based group regression models (PCLasso and PCLasso2) for risk protein complex id ...
Download / Learn more Package Citations See dependency  
BTdecayLasso  
Bradley-Terry Model with Exponential Time Decayed Log-Likelihood and Adaptive Lasso
We utilize the Bradley-Terry Model to estimate the abilities of teams using paired comparison data. ...
Download / Learn more Package Citations See dependency  
GEint  
Misspecified Models for Gene-Environment Interaction
The first major functionality is to compute the bias in misspecified linear gene-environment interac ...
Download / Learn more Package Citations See dependency  

23,712

R Packages

205,795

Dependencies

64,332

Author Associations

23,713

Publication Badges

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