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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 wisc.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://arxiv.org/abs/2105.01783 |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | TraceAssist results |
| Reference manual: | TraceAssist.pdf |
| Package source: | TraceAssist_0.1.0.tar.gz |
| Windows binaries: | r-devel: TraceAssist_0.1.0.zip, r-release: TraceAssist_0.1.0.zip, r-oldrel: TraceAssist_0.1.0.zip |
| 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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