TraceAssist: Nonparametric Trace Regression via Sign Series Representation

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. <doi:10.48550/arXiv.2105.01783>. The method employs the aggregation of structured sign series for trace regression (ASSIST) algorithm.

Version: 0.1.0
Imports: quadprog, Matrix, glmnet, keras
Published: 2021-05-10
DOI: 10.32614/CRAN.package.TraceAssist
Author: Chanwoo Lee, Lexin Li, Hao Helen Zhang, Miaoyan Wang
Maintainer: Chanwoo Lee <chanwoo.lee at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Materials: README
CRAN checks: TraceAssist results


Reference manual: TraceAssist.pdf


Package source: TraceAssist_0.1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): TraceAssist_0.1.0.tgz, r-oldrel (arm64): TraceAssist_0.1.0.tgz, r-release (x86_64): TraceAssist_0.1.0.tgz, r-oldrel (x86_64): TraceAssist_0.1.0.tgz


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