Package: TraceAssist 0.1.0

Chanwoo Lee

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

Authors:Chanwoo Lee <chanwoo.lee@wisc.edu>, Lexin Li <lexinli@berkeley.edu>, Hao Helen Zhang <hzhang@math.arizona.edu>, Miaoyan Wang <miaoyan.wang@wisc.edu>

TraceAssist_0.1.0.tar.gz
TraceAssist_0.1.0.tar.gz(r-4.5-noble)TraceAssist_0.1.0.tar.gz(r-4.4-noble)
TraceAssist_0.1.0.tgz(r-4.4-emscripten)TraceAssist_0.1.0.tgz(r-4.3-emscripten)
TraceAssist.pdf |TraceAssist.html✨
TraceAssist/json (API)

# Install 'TraceAssist' in R:
install.packages('TraceAssist', repos = 'https://cloud.r-project.org')

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.70 score 107 downloads 4 exports 41 dependencies

Last updated 4 years agofrom:2827a7597f. Checks:1 OK, 2 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 29 2025
R-4.5-linuxNOTEMar 29 2025
R-4.4-linuxNOTEMar 29 2025

Exports:ADMMCNNLassoTraceAssist

Dependencies:backportsbase64encclicodetoolsconfigforeachgenericsglmnetgluehereiteratorsjsonlitekeraslatticelifecyclemagrittrMatrixpngprocessxpsquadprogR6rappdirsRcppRcppEigenRcppTOMLreticulaterlangrprojrootrstudioapishapesurvivaltensorflowtfautographtfrunstidyselectvctrswhiskerwithryamlzeallot

Citation

To cite package ‘TraceAssist’ in publications use:

Lee C, Li L, Zhang HH, Wang M (2021). TraceAssist: Nonparametric Trace Regression via Sign Series Representation. R package version 0.1.0, https://CRAN.R-project.org/package=TraceAssist.

ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.

Corresponding BibTeX entry: 

  @Manual{,
    title = {TraceAssist: Nonparametric Trace Regression via Sign
      Series Representation},
    author = {Chanwoo Lee and Lexin Li and Hao Helen Zhang and Miaoyan
      Wang},
    year = {2021},
    note = {R package version 0.1.0},
    url = {https://CRAN.R-project.org/package=TraceAssist},
  }