Description
Simultaneous Inference for Diversity Indices.
Description
Provides estimation of simultaneous bootstrap and asymptotic confidence intervals for diversity indices, namely the Shannon and the Simpson index. Several pre--specified multiple comparison types are available to choose. Further user--defined contrast matrices are applicable. In addition, simboot estimates adjusted as well as unadjusted p--values for two of the three proposed bootstrap methods. Further simboot allows for comparing biological diversities of two or more groups while simultaneously testing a user-defined selection of Hill numbers of orders q, which are considered as appropriate and useful indices for measuring diversity.
README.md
simboot
Corresponding publications
The simultaneous confidence intervals for Shannon's and Simpson's indices are described and compared in the SCfDI paper.
The comparison of two or more groups of observations, while simultaneously testing a user-defined selection of a number of 'true' diversity measures is published in the Hill paper.
Other resources
The simboot project also has a corresponding homepage which can by found at the simboot home page.
To post feature requests or ask for help, try the simboot Issue Tracker.
Development
To install the development version of the simboot package, it is easiest to use the devtools package:
install.packages("devtools") # if needed..
devtools::install_github("shearer/simboot")
library(simboot)