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EnvCpt (version 1.1.5)

Detection of Structural Changes in Climate and Environment Time Series

Description

Tools for automatic model selection and diagnostics for Climate and Environmental data. In particular the envcpt() function does automatic model selection between a variety of trend, changepoint and autocorrelation models. The envcpt() function should be your first port of call.

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Install

install.packages('EnvCpt')

Monthly Downloads

712

Version

1.1.5

License

GPL

Issues

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Maintainer

Rebecca Killick

Last Published

April 13th, 2025

Functions in EnvCpt (1.1.5)

plot.envcpt

Plots optionally either ("fit") the data and fits from each of the 8 models or ("aic") the aic for each of the 8 models.
EnvCpt-package

Detection of Structural Changes in Climate and Environment Time Series
AICweights

Computes the AIC weights for output from the envcpt function.
envcpt

Assesses whether an environmental time series contains trend, autocorrelation and/or changes
AIC.envcpt

Computes the AIC/BIC measure for output from the envcpt function.