Introduction | Data structure and formula interface | Classical designs and the formula interface | Marginal distributions and relative effects | Weighted and unweighted relative effects | Hypotheses H0F and H0p | A one-factor longitudinal example | A factorial longitudinal example | Missing observations | Dependent replicate measurements | Term-specific effect plots | Test statistics and multiple contrasts | [\widehat | [\widehat | [T_\ell | A real-data example: shoulder tip pain | Interpreting the output | Practical recommendations
Package: nparLD 2.3.0
nparLD: Nonparametric Analysis of Longitudinal Data in Factorial Experiments
Provides nonparametric procedures for the analysis of longitudinal data in factorial experiments. The package implements hypothesis tests on marginal distribution functions and unweighted relative marginal effects. It supports arbitrary crossed factorial designs with longitudinal or repeated-measures factors, missing observations, dependent replicates, rank- and pseudo-rank-based inference, Wald-type and ANOVA-type statistics, multiple contrast tests, and simultaneous confidence intervals.
Authors:
nparLD_2.3.0.tar.gz
nparLD_2.3.0.zip(r-4.7-any)nparLD_2.3.0.zip(r-4.6-any)nparLD_2.3.0.zip(r-4.5-any)
nparLD_2.3.0.tgz(r-4.6-any)nparLD_2.3.0.tgz(r-4.5-any)
nparLD_2.3.0.tar.gz(r-4.7-any)nparLD_2.3.0.tar.gz(r-4.6-any)
nparLD_2.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
nparLD/json (API)
| # Install 'nparLD' in R: |
| install.packages('nparLD', repos = c('https://frankkonietschke.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/frankkonietschke/nparld/issues
Datasets:
- amylase - Alpha-amylase Saliva Study
- brdu - BrdU incorporation in fibroblasts
- dental - Dental Growth Study
- edema - Postoperative Edema Study
- panic - Panic Disorder Study I
- panic2 - Panic Disorder Study II
- plasma - Plasma-renin Activity Study
- rat - Rat Growth Study
- respiration - Respiratory Disorder Study
- shoulder - Shoulder Tip Pain Study
- tree - Vitality of Treetops
Last updated from:346a29a6d1. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 145 | ||
| source / vignettes | OK | 294 | ||
| linux-release | OK | 292 | ||
| macos-release | OK | 179 | ||
| macos-oldrel | OK | 217 | ||
| windows-devel | OK | 114 | ||
| windows-release | OK | 332 | ||
| windows-oldrel | OK | 109 | ||
| wasm-release | OK | 257 |
Exports:nparLD
Dependencies:clicodetoolscpp11farverggplot2gluegtableisobandlabelinglatticelifecycleMASSMatrixmultcompmvtnormR6RColorBrewerrlangS7sandwichscalessurvivalTH.datavctrsviridisLitewithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Alpha-amylase Saliva Study | amylase |
| BrdU incorporation in fibroblasts | brdu |
| Dental Growth Study | dental |
| Postoperative Edema Study | edema |
| Nonparametric Analysis of Longitudinal Data | nparLD |
| Panic Disorder Study I | panic |
| Panic Disorder Study II | panic2 |
| Plasma-renin Activity Study | plasma |
| Plot nparLD results | plot.nparld_fit |
| Plot nparLD multiple contrast results | plot.nparld_mctp |
| Print nparLD covariance matrix | print.nparld_covarianceinfo |
| Print nparLD factor information | print.nparld_factorinfo |
| Print nparLD fit | print.nparld_fit |
| Print nparLD multiple contrast results | print.nparld_mctp |
| Print summary of an nparLD fit | print.summary.nparld_fit |
| Rat Growth Study | rat |
| Respiratory Disorder Study | respiration |
| Shoulder Tip Pain Study | shoulder |
| Summarize an nparLD fit | summary.nparld_fit |
| Vitality of Treetops | tree |