Package: longpower 1.0.27
longpower: Sample Size Calculations for Longitudinal Data
Compute power and sample size for linear models of longitudinal data. Supported models include mixed-effects models and models fit by generalized least squares and generalized estimating equations. The package is described in Iddi and Donohue (2022) <doi:10.32614/RJ-2022-022>. Relevant formulas are derived by Liu and Liang (1997) <doi:10.2307/2533554>, Diggle et al (2002) <ISBN:9780199676750>, and Lu, Luo, and Chen (2008) <doi:10.2202/1557-4679.1098>.
Authors:
longpower_1.0.27.tar.gz
longpower_1.0.27.zip(r-4.7)longpower_1.0.27.zip(r-4.6)longpower_1.0.27.zip(r-4.5)
longpower_1.0.27.tgz(r-4.6-any)longpower_1.0.27.tgz(r-4.5-any)
longpower_1.0.27.tar.gz(r-4.7-any)longpower_1.0.27.tar.gz(r-4.6-any)
longpower_1.0.27.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
longpower/json (API)
| # Install 'longpower' in R: |
| install.packages('longpower', repos = c('https://mcdonohue.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mcdonohue/longpower/issues
Last updated from:189c4b023a. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 144 | ||
| source / vignettes | OK | 189 | ||
| linux-release-x86_64 | OK | 150 | ||
| macos-release-arm64 | OK | 152 | ||
| macos-oldrel-arm64 | OK | 143 | ||
| windows-devel | OK | 92 | ||
| windows-release | OK | 99 | ||
| windows-oldrel | OK | 117 | ||
| wasm-release | OK | 113 |
Exports:cprm.powerdiggle.linear.poweredland.linear.powerhu.mackey.thomas.linear.powerliu.liang.linear.powerlmmpowerpower.longtestpower.mmrmpower.mmrm.ar1
Dependencies:bootlatticelme4MASSMatrixminqanlmenloptrrbibutilsRcppRcppEigenRdpackreformulasrlang
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Chronic progressive repeated measures (CPRM) model sample size calculations. | cprm.power |
| Sample size calculations for difference in slopes between two groups. | diggle.linear.power |
| Linear mixed model sample size calculations. | edland.linear.power |
| Random coefficient regression models (RCRM) sample size calculations | hu.mackey.thomas.linear.power |
| Linear mixed model sample size calculations from Liu & Liang (1997). | liu.liang.linear.power |
| Sample size calculations for linear mixed models of rate of change based on lmer, lme, or gee "placebo" pilot estimates. | lmmpower lmmpower,ANY-method lmmpower,merMod-method lmmpower-methods lmmpower.default lmmpower.double lmmpower.gee lmmpower.lme lmmpower.numeric |
| Constructor function for class '"power.longtest"' | power.longtest |
| Linear mixed model sample size calculations. | power.mmrm |
| Linear mixed model sample size calculations. | power.mmrm.ar1 |
| Print method for longitudinal data power calculation object | print.power.longtest |
