Package: npclust 0.1.1

Yue Cui

npclust: Nonparametric Tests for Incomplete Clustered Data

Nonparametric tests for clustered data in pre-post intervention design documented in Cui and Harrar (2021) <doi:10.1002/bimj.201900310> and Harrar and Cui (2022) <doi:10.1016/j.jspi.2022.05.009>. Other than the main test results mentioned in the reference paper, this package also provides a function to calculate the sample size allocations for the input long format data set, and also a function for adjusted/unadjusted confidence intervals calculations. There are also functions to visualize the distribution of data across different intervention groups over time, and also the adjusted/unadjusted confidence intervals.

Authors:Yue Cui [aut, cre], Solomon W. Harrar [aut]

npclust_0.1.1.tar.gz
npclust_0.1.1.tar.gz(r-4.5-noble)npclust_0.1.1.tar.gz(r-4.4-noble)
npclust_0.1.1.tgz(r-4.4-emscripten)npclust_0.1.1.tgz(r-4.3-emscripten)
npclust.pdf |npclust.html✨
npclust/json (API)

# Install 'npclust' in R:
install.packages('npclust', repos = 'https://cloud.r-project.org')
Datasets:
  • ARTIS - Asthma Randomized Trial of Indoor-Wood Smoke Data
  • skin - Skin Irritation Data

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 487 downloads 5 exports 28 dependencies

Last updated 4 months agofrom:066cbcaa59. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKApr 02 2025
R-4.5-linuxOKApr 02 2025
R-4.4-linuxOKApr 02 2025

Exports:ConfIntervalncdaPlot.boxPlot.ConfIntProcessData

Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr

Citation

To cite package ‘npclust’ in publications use:

Cui Y, Harrar SW (2024). npclust: Nonparametric Tests for Incomplete Clustered Data. R package version 0.1.1, https://CRAN.R-project.org/package=npclust.

Corresponding BibTeX entry: 

  @Manual{,
    title = {npclust: Nonparametric Tests for Incomplete Clustered
      Data},
    author = {Yue Cui and Solomon W. Harrar},
    year = {2024},
    note = {R package version 0.1.1},
    url = {https://CRAN.R-project.org/package=npclust},
  }