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trend (version 0.1.0)

Non-Parametric Trend Tests and Change-Point Detection

Description

The analysis of environmental data often requires the detection of trends and change-points. This package provides the Mann-Kendall Trend Test, seasonal Mann-Kendall Test, correlated seasonal Mann-Kendall Test, partial Mann-Kendall Trend test, (Seasonal) Sen's slope, partial correlation trend test and change-point test after Pettitt.

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Version

Install

install.packages('trend')

Monthly Downloads

5,398

Version

0.1.0

License

GPL-3

Maintainer

Thorsten Pohlert

Last Published

January 6th, 2016

Functions in trend (0.1.0)

wm.test

Wallis and Moore phase-frequency test
sea.sens.slope

Seasonal Sen's slope and intercept
maxau

Annual suspended sediment concentration and flow data, River Rhine
smk.test

Seasonal Mann-Kendall Test
csmk.test

Correlated Seasonal Mann-Kendall Test
mk.test

Mann-Kendall Test
trend-package

Non-Parametric Trend Tests and Change-Point Detection
print.trend.test

Print Method for Class 'trend.test'
sens.slope

Sen's slope and intercept
cs.test

Cox and Stuart trend test
pettitt.test

Pettitt's test for change-point-detection
summary.trend.test

Summary Method for Class 'trend.test'
PagesData

Simulated data of Page (1955) as test-example for change-point detection
partial.cor.trend.test

Partial correlation trend test
partial.mk.test

Partial Mann-Kendall Test