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Blossom (version 1.3)

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

11

Version

1.3

License

GPL (>= 2)

Maintainer

Marian Talbert

Last Published

October 14th, 2015

Functions in Blossom (1.3)

Paired data structure

Lily seedling counts

Example of paired data set up in a blocked structure

Extract P-values

Lodgepole pine basal area and canopy cover

Class "EMRPPObj"

Example data of biweekly grouse locations

Class "MEDQObj"

Dist2mvm-methods

Report distance to the multivariate median

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

Class "MRBPObj"

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

Circular orientation of homing pigeons (Rao 1976)

Lahontan cutthroat trout density in streams

Class "MRSPObj"

CoverageObj-class

Class "CoverageObj"

Habitat preference data for pheasants

Multivariate Medians and Distance Quantiles

Subalpine forest tree cover data

Example univariate response data with outlier for MRPP

Multiresponse permutation procedures for randomized blocks

Multiresponse sequence procedure

Blue grouse winter habitat selection data

Permutation test for matched pairs

Hypothesized random normal N(3, 2) deviates

Class "KSGFObj"

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

hypothesis.test

Hypothesis testing for LAD objects

Acorn Production

Class "PTMPObj"

Orientation of movements of newt

Example univariate response data for MRPP

Class "MRPPObj"

QuantValues-methods

Report quantile values

Example univariate data for MRPP

Ordinary least squares regression

ResampVals-methods

Extract resample values

Blue grouse migration data

Least absolute deviation

Multiresponse permutation procedures

Example bivariate data for MRPP

Class "LADObj"