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Blossom (version 1.4)

Statistical Comparisons with Distance-Function Based Permutation Tests

Description

Provides tools for making statistical comparisons with distance-function based permutation tests developed by P. W. Mielke, Jr. and colleagues at Colorado State University (Mielke, P. W. & Berry, K. J. Permutation Methods: A Distance Function Approach (Springer, New York, 2001)) and for testing parameters estimated in linear models with permutation procedures developed by B. S. Cade and colleagues at the Fort Collins Science Center, U. S. Geological Survey.

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Version

Install

install.packages('Blossom')

Monthly Downloads

16

Version

1.4

License

GPL (>= 2)

Maintainer

Marian Talbert

Last Published

March 8th, 2016

Functions in Blossom (1.4)

Example univariate response data for MRPP

Class "MRPPObj"

Class "MEDQObj"

Example data of biweekly grouse locations

Class "KSGFObj"

Multiresponse sequence procedure

QuantValues-methods

Report quantile values

Lahontan cutthroat trout density in streams

Dist2mvm-methods

Report distance to the multivariate median

Hypothesized random normal N(3, 2) deviates

BlossomPkg-package

Statistical comparisons with distance-function based permutation tests and for testing parameters estimated in linear models with permutation procedures

Variation in oven-dried biomass of shrubs

Subalpine forest tree cover data

Extract P-values

Paired data structure

Example of paired data set up in a blocked structure

Lodgepole pine basal area and canopy cover

G-sample and goodness-of-fit tests based on empirical coverages

CoverageObj-class

Class "CoverageObj"

Example bivariate data for MRPP

Circular orientation of homing pigeons (Rao 1976)

Class "EMRPPObj"

Least absolute deviation

Class "MRSPObj"

Blue grouse migration data

Acorn Production

Class "PTMPObj"

hypothesis.test

Hypothesis testing for LAD objects

Example univariate data for MRPP

Permutation test for matched pairs

Blue grouse winter habitat selection data

Example univariate response data with outlier for MRPP

Habitat preference data for pheasants

Multiresponse permutation procedures for randomized blocks

Ordinary least squares regression

Lily seedling counts

Multivariate Medians and Distance Quantiles

Soap scrap as a function of production line speed (Neter et al. 1989)

Multiresponse permutation procedures

ResampVals-methods

Extract resample values

Orientation of movements of newt

Class "MRBPObj"

Class "LADObj"