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Comparisons

Time Complexity Analysis in fastcpd

This vignette explores the computational complexity of the fastcpd.mean function and demonstrates the impact of SeDG on change point detection using fastcpd.lasso().

Comparison with other R packages

Speed and result comparison with other R packages.

Comparison with vanilla PELT

Speed comparison with vanilla PELT algorithm.

Examples

Advanced examples

Examples using advanced features of the package.

Custom logistic regression model

Examples of using custom model to reproduce change point detection in logistic regression models.

Exploration

Exploration during development

Exploration of different methods during package development.