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Allows fitting of stepfunctions to univariate serial data where neither the number of jumps nor their positions is known by implementing the multiscale regression estimators SMUCE (K. Frick, A. Munk and H. Sieling, 2014) <doi:10.1111/rssb.12047> and HSMUCE (F. Pein, H. Sieling and A. Munk, 2017) <doi:10.1111/rssb.12202>. In addition, confidence intervals for the changepoint locations and bands for the unknown signal can be obtained.
Package details 


Author  Pein Florian [aut, cre], Thomas Hotz [aut], Hannes Sieling [aut], Timo Aspelmeier [ctb] 
Maintainer  Pein Florian <[email protected]> 
License  GPL3 
Version  2.03 
Package repository  View on CRAN 
Installation 
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