Crayweed restoration project | Load packages: | Read in data: | Fit a model to the data: | Specify effect of interest: | Recode restored sites to reference: | Undergo single power simulation: | Produce a single power curve: | Multiple effect size power curve: | Sensitivity analysis: | References
Package: ecopower 0.2.0
Michelle Lim
ecopower: Power Estimates and Equivalence Testing for Multivariate Data
Estimates power by simulation for multivariate abundance data to be used for sample size estimates. Multivariate equivalence testing by simulation from a Gaussian copula model. The package also provides functions for parameterising multivariate effect sizes and simulating multivariate abundance data jointly. The discrete Gaussian copula approach is described in Popovic et al. (2018) <doi:10.1016/j.jmva.2017.12.002>.
Authors:
ecopower_0.2.0.tar.gz
ecopower_0.2.0.tar.gz(r-4.7-any)ecopower_0.2.0.tar.gz(r-4.6-any)
ecopower_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ecopower/json (API)
| # Install 'ecopower' in R: |
| install.packages('ecopower', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:4f29dc7d19. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 161 | ||
| source / vignettes | OK | 216 | ||
| linux-release-x86_64 | OK | 161 | ||
| wasm-release | OK | 135 |
Exports:effect_alteffect_nullequivtestextendpowersim
Dependencies:betaregclicodacodetoolscpp11doParallelecoCopulaflexmixforeachFormulaglassoglm2glueigraphiteratorslatticelifecyclelmtestmagrittrMASSMatrixmgcvmodeltoolsmvabundnetworknlmennetnumDerivordinalpillarpkgconfigplyrRcppRcppGSLrlangsandwichsnastatmodstatnet.commontibbletweedieucminfutf8vctrszoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Crayweed dataset | crayweed |
| Specify multivariate effect sizes | effect_alt effect_alt.manyglm |
| Specify null effects for multivariate abundance data | effect_null effect_null.manyglm |
| Multivariate equivalence testing | equivtest equivtest.cord |
| Simulate or extend multivariate abundance data | extend extend.cord |
| Fish dataset | fish |
| Provide power estimates for multivariate abundance models | powersim powersim.cord |