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-4.5-noble)ecopower_0.2.0.tar.gz(r-4.4-noble)
ecopower_0.2.0.tgz(r-4.4-emscripten)ecopower_0.2.0.tgz(r-4.3-emscripten)
ecopower.pdf |ecopower.html✨
ecopower/json (API)
NEWS
| # 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 2 years agofrom:4f29dc7d19. Checks:2 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 14 2025 |
| R-4.5-linux | OK | Feb 14 2025 |
Exports:effect_alteffect_nullequivtestextendpowersim
Dependencies:betaregclicodacodetoolscpp11doParallelecoCopulafansiflexmixforeachFormulaglassoglm2glueigraphiteratorslatticelifecyclelmtestmagrittrMASSMatrixmgcvmodeltoolsmvabundnetworknlmennetnumDerivordinalpillarpkgconfigplyrRcppRcppGSLrlangsandwichsnastatmodstatnet.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 |