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) .

ecopower

R package to provide power estimates and perform equivalence testing for multivariate abundance data

Installation

To install ecopower from CRAN:

install.packages("ecopower")

For the development version with the latest bells and whistles:

remotes::install_github("BenMaslen/ecopower", dependencies = T, build_vignettes = T)