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 <[email protected]>, Lexin Li <[email protected]>, Hao Helen Zhang <[email protected]>, Miaoyan Wang <[email protected]>

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 = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

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

1.70 score 201 downloads 4 exports 41 dependencies

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

TargetResultLatest binary
Doc / VignettesOKJan 28 2025
R-4.5-linuxNOTEJan 28 2025

Exports:ADMMCNNLassoTraceAssist

Dependencies:backportsbase64encclicodetoolsconfigforeachgenericsglmnetgluehereiteratorsjsonlitekeraslatticelifecyclemagrittrMatrixpngprocessxpsquadprogR6rappdirsRcppRcppEigenRcppTOMLreticulaterlangrprojrootrstudioapishapesurvivaltensorflowtfautographtfrunstidyselectvctrswhiskerwithryamlzeallot