UniIsoRegression: Unimodal and Isotonic L1, L2 and Linf Regression

Perform L1 or L2 isotonic and unimodal regression on 1D weighted or unweighted input vector and isotonic regression on 2D weighted or unweighted input vector. It also performs L infinity isotonic and unimodal regression on 1D unweighted input vector. Reference: Quentin F. Stout (2008) <doi:10.1016/j.csda.2008.08.005>. Spouge, J., Wan, H. & Wilbur, W.(2003) <doi:10.1023/A:1023901806339>. Q.F. Stout (2013) <doi:10.1007/s00453-012-9628-4>.

Getting started

Package details

AuthorZhipeng Xu <xzhipeng@umich.edu>, Chenkai Sun <sunchenk@umich.edu>, Aman Karunakaran <akarunak@umich.edu>, Quentin Stout<qstout@umich.edu>
MaintainerZhipeng Xu <xzhipeng@umich.edu>
LicenseGPL (>= 2)
URL https://github.com/xzp1995/UniIsoRegression
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the UniIsoRegression package in your browser

Any scripts or data that you put into this service are public.

UniIsoRegression documentation built on May 1, 2019, 7:05 p.m.