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jmuOutlier (version 2.2)

Permutation Tests for Nonparametric Statistics

Description

Performs a permutation test on the difference between two location parameters, a permutation correlation test, a permutation F-test, the Siegel-Tukey test, a ratio mean deviance test. Also performs some graphing techniques, such as for confidence intervals, vector addition, and Fourier analysis; and includes functions related to the Laplace (double exponential) and triangular distributions. Performs power calculations for the binomial test.

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Version

Install

install.packages('jmuOutlier')

Monthly Downloads

450

Version

2.2

License

GPL-3

Maintainer

Steven T Garren

Last Published

August 5th, 2019

Functions in jmuOutlier (2.2)

lineGraph

Line Graph Plotting
latin

Latin Square
perm.cor.test

Permutation Test on Correlation
coin.toss

Coin Toss
dtriang

Triangular Density Function
fourier

Determining and Graphing Fourier Approximation
power.binom.test

Power Calculations for Exact Binomial Test
plaplace

Laplace (Double Exponential) Cumulative Distribution Function
truncHist

Truncated Histograms
plotCI

Confidence Interval Plot
ptriang

Triangular Cumulative Distribution Function
rtriang

Triangular Random Generation
scan2

Scans Data from Author's Website
qlaplace

Laplace (Double Exponential) Quantile Function
dlaplace

Laplace (Double Exponential) Density Function
qtriang

Triangular Quantile Function
score

Generating van der Waerden and Exponential Scores
perm.f.test

Permutation Test on the F-statistic
CI.t.test

Student's t-Confidence Interval with Finite Population Correction
abbreviation

Allows Abbreviations of Character Data
plotEcdf

Plotting Two Empirical Cumulative Distribution Functions
siegel.test

Siegel-Tukey Test
plotVector

Plotting Vector Addition
read.table2

Reads Tables from Author's Website
quantileCI

Confidence Intervals on Quantiles
perm.test

Permutation Test
rlaplace

Laplace (Double Exponential) Random Generation
rmd.test

Ratio Mean Deviance Test
jmuOutlier-package

Permutation Tests for Nonparametric Statistics