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r-strucchange

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Testing, monitoring and dating structural changes in (linear) regression models. strucchange features tests/methods from the generalized fluctuation test framework as well as from the F test (Chow test) framework. This includes methods to fit, plot and test fluctuation processes (e.g., CUSUM, MOSUM, recursive/moving estimates) and F statistics, respectively. It is possible to monitor incoming data online using fluctuation processes. Finally, the breakpoints in regression models with structural changes can be estimated together with confidence intervals. Emphasis is always given to methods for visualizing the data.

Installation

To install this package, run one of the following:

Conda
$conda install conda-forge::r-strucchange

Usage Tracking

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About

Summary

Testing, monitoring and dating structural changes in (linear) regression models. strucchange features tests/methods from the generalized fluctuation test framework as well as from the F test (Chow test) framework. This includes methods to fit, plot and test fluctuation processes (e.g., CUSUM, MOSUM, recursive/moving estimates) and F statistics, respectively. It is possible to monitor incoming data online using fluctuation processes. Finally, the breakpoints in regression models with structural changes can be estimated together with confidence intervals. Emphasis is always given to methods for visualizing the data.

Last Updated

Jun 15, 2022 at 16:13

License

GPL-2.0-or-later

Supported Platforms

linux-64
macOS-64
win-64

Unsupported Platforms

linux-aarch64 Last supported version: 1.5_4
linux-ppc64le Last supported version: 1.5_4
macOS-arm64 Last supported version: 1.5_4
noarch Last supported version: 1.5_1