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.

Getting started

Package details

AuthorYue Cui [aut, cre] (<https://orcid.org/0000-0002-7304-9409>), Solomon W. Harrar [aut] (<https://orcid.org/0000-0001-6802-340X>)
MaintainerYue Cui <YueCui@MissouriState.edu>
LicenseGPL (>= 2)
Version0.1.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("npclust")

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npclust documentation built on April 3, 2025, 8:18 p.m.