NPCD

Nonparametric Methods for Cognitive Diagnosis

CRAN Package

An array of nonparametric and parametric estimation methods for cognitive diagnostic models, including nonparametric classification of examinee attribute profiles, joint maximum likelihood estimation (JMLE) of examinee attribute profiles and item parameters, and nonparametric refinement of the Q-matrix, as well as conditional maximum likelihood estimation (CMLE) of examinee attribute profiles given item parameters and CMLE of item parameters given examinee attribute profiles. Currently the nonparametric methods in the package support both conjunctive and disjunctive models, and the parametric methods in the package support the DINA model, the DINO model, the NIDA model, the G-NIDA model, and the R-RUM model.


Team


Insights

Last 30 days

This package has been downloaded 296 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 7 times.

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0 downloadsMar 2, 2025
8 downloadsMar 3, 2025
6 downloadsMar 4, 2025
32 downloadsMar 5, 2025
7 downloadsMar 6, 2025
2 downloadsMar 7, 2025
5 downloadsMar 8, 2025
5 downloadsMar 9, 2025
7 downloadsMar 10, 2025
15 downloadsMar 11, 2025
6 downloadsMar 12, 2025
5 downloadsMar 13, 2025
2 downloadsMar 14, 2025
27 downloadsMar 15, 2025
4 downloadsMar 16, 2025
3 downloadsMar 17, 2025
24 downloadsMar 18, 2025
9 downloadsMar 19, 2025
10 downloadsMar 20, 2025
19 downloadsMar 21, 2025
16 downloadsMar 22, 2025
4 downloadsMar 23, 2025
13 downloadsMar 24, 2025
4 downloadsMar 25, 2025
14 downloadsMar 26, 2025
5 downloadsMar 27, 2025
24 downloadsMar 28, 2025
9 downloadsMar 29, 2025
2 downloadsMar 30, 2025
2 downloadsMar 31, 2025
7 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
2
32

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 3,355 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Sep 11, 2024 with 47 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Depends1 package
  • Imports1 package
  • Reverse Imports2 packages