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TraceAssist  

Nonparametric Trace Regression via Sign Series Representation
View on CRAN: Click here


Download and install TraceAssist package within the R console
Install from CRAN:
install.packages("TraceAssist")

Install from Github:
library("remotes")
install_github("cran/TraceAssist")

Install by package version:
library("remotes")
install_version("TraceAssist", "0.1.0")



Attach the package and use:
library("TraceAssist")
Maintained by
Chanwoo Lee
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-05-10
Latest Update: 2021-05-10
Description:
Efficient method for fitting nonparametric matrix trace regression model. The detailed description can be found inC. 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.
How to cite:
Chanwoo Lee (2021). TraceAssist: Nonparametric Trace Regression via Sign Series Representation. R package version 0.1.0, https://cran.r-project.org/web/packages/TraceAssist. Accessed 22 Dec. 2024.
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Complete documentation for TraceAssist
Functions, R codes and Examples using the TraceAssist R package
Some associated functions: ADMM . CNN . Lasso . TraceAssist . 
Some associated R codes: NonMar.R .  Full TraceAssist package functions and examples
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