The lspartition package provides R implementation of tuning parameter selection, point estimation, and pointwise and uniform inference procedures for partitioning-based least squares series estimators, including B-splines, wavelets, and piecewise polynomial regression estimators.

This work was supported by the National Science Foundation through grant SES-1459931.

For technical, methodological and implementation details see the following papers (and references therein): Implementation in R:
  • To install/update in R type:
install.packages('lspartition')
Last update: August 8, 2019.