MonotoneDecomposition.jl is a Julia package for monotone decomposition with MonotoneSplines.jl.
Check the following paper for more details.
Lijun Wang, Xiaodan Fan, Hongyu Zhao, and Jun S. Liu. “Decomposition with Monotone B-Splines: Fitting and Testing.” arXiv, January 12, 2024. http://arxiv.org/abs/2401.06383.
MonotoneDecomposition.jl is available at the General Registry, so you can easily install the package in the Julia session after typing ]
,
julia> ]
(@v1.10) pkg> add MonotoneDecomposition
The documentation https://hohoweiya.xyz/MonotoneDecomposition.jl/ elaborates on the usage of the package via various simulation examples and reproducible benchmarking analysis.