README.md

In linulysses/hdanova: High-dimensional ANOVA and Simultaneous Confidence Intervals

hdanova

high-dimensional anova

Install

devtools::install_github("linulysses/hdanova")

CUDA support (Linux and CUDA-enabled machine only)

devtools::install_github("linulysses/hdanova.cuda")

Reference

Lopez, M., Lin, Z. and Müller, H.-G. (2020). Bootstrapping max statistics in high dimensions: Near-parametric rates under weak variance decay and application to functional data and multinomial data. The Annals of Statistics. 48(2): 1214–1229.

Lin, Z., Lopez, M. and Müller, H.-G. (2020+). High-dimensional MANOVA via bootstrapping and its application to functional data and sparse count data. arXiv.

linulysses/hdanova documentation built on Feb. 13, 2021, 9:10 a.m.