CRAN/E | TraceAssist

TraceAssist

Nonparametric Trace Regression via Sign Series Representation

Installation

About

Efficient method for fitting nonparametric matrix trace regression model. The detailed description can be found in C. Lee, L. Li, H. Zhang, and M. Wang (2021). Nonparametric Trace Regression via Sign Series Representation. . The method employs the aggregation of structured sign series for trace regression (ASSIST) algorithm.

arxiv.org/abs/2105.01783

Key Metrics

Version 0.1.0
Published 2021-05-10 1089 days ago
Needs compilation? no
License GPL-2
License GPL-3
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Maintainer

Maintainer

Chanwoo Lee

chanwoo.lee@wisc.edu

Authors

Chanwoo Lee
Lexin Li
Hao Helen Zhang
Miaoyan Wang

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Imports

quadprog
Matrix
glmnet
keras