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EnvCpt (version 1.1.2)

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

798

Version

1.1.2

License

GPL

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Last Published

June 21st, 2020

Functions in EnvCpt (1.1.2)

AIC.envcpt

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

Assesses whether an environmental time series contains trend, autocorrelation and/or changes
AICweights

Computes the AIC weights for output from the envcpt function.
EnvCpt-package

Detection of Structural Changes in Climate and Environment Time Series