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simboot (version 0.2-0)

Simultaneous inference for diversity indices.

Description

Package simboot 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.

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Version

Install

install.packages('simboot')

Monthly Downloads

197

Version

0.2-0

License

GPL-2

Maintainer

Ralph Scherer

Last Published

February 26th, 2013

Functions in simboot (0.2-0)

corrmatgen

Internal function.
contrMat

Contrast Matrices
predatGM

Abundance data of predatory insects
Bacteria

Relative Abundances of Soil Bacteria
estShannon

Estimator for Shannon's index
estThetaRow

Internal function
waldci

Internal function for Wald intervals
SCIrp

Internal function
estSimpsonf

Estimator for Simpson's index odered by a factorial variable f.
saproDipGM

Abundance data of Diptera with saprophagous larvae
asht

Internal function for simultaneous asymptotic intervals
Simpson

Internal function for Simpson estimator
simboot-package

Simultaneous inference for diversity indices.
Boutrp

Internal function
sbdiv

Perform simultaneous confidence intervals or adjusted p--values for the Shannon and the Simpson index.
mcpHill

Multiplicity-adjusted p-values for comparing biodiversity via simultaneous inference of a user-defined selection of diversity indices
estShannonf

Estimator for Shannon's index odered by a factorial variable f.
WYht

Internal function for simultaneous bootstrap confidence intervals
estSimpson

Estimator for Simpson's index
rpht

Internal function for simultaneous bayesian bootstrap intervals
CCdrp

Internal function
tsht

Internal function for simultaenous bootstrap intervals
estShannonWY

Estimator for Shannon's index row wise.