Package: mvrsquared 0.1.5.999

mvrsquared: Compute the Coefficient of Determination for Vector or Matrix Outcomes

Compute the coefficient of determination for outcomes in n-dimensions. May be useful for multidimensional predictions (such as a multinomial model) or calculating goodness of fit from latent variable models such as probabilistic topic models like latent Dirichlet allocation or deterministic topic models like latent semantic analysis. Based on Jones (2019) <arxiv:1911.11061>.

Authors:Tommy Jones [aut, cre], Thomas Nagler [ctb]

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mvrsquared.pdf |mvrsquared.html
mvrsquared/json (API)
NEWS

# Install 'mvrsquared' in R:
install.packages('mvrsquared', repos = c('https://tommyjones.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/tommyjones/mvrsquared/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

On CRAN:

cppopenmp

4.29 score 1 packages 13 scripts 226 downloads 1 exports 5 dependencies

Last updated 1 years agofrom:5387c148e9. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 09 2025
R-4.5-win-x86_64OKJan 09 2025
R-4.5-linux-x86_64OKJan 09 2025
R-4.4-win-x86_64OKJan 09 2025
R-4.4-mac-x86_64OKJan 09 2025
R-4.4-mac-aarch64OKJan 09 2025
R-4.3-win-x86_64OKJan 09 2025
R-4.3-mac-x86_64OKJan 09 2025
R-4.3-mac-aarch64OKJan 09 2025

Exports:calc_rsquared

Dependencies:latticeMatrixRcppRcppArmadilloRcppThread

Getting Started With mvrsquared

Rendered fromgetting_started_with_mvrsquared.Rmdusingknitr::rmarkdownon Jan 09 2025.

Last update: 2020-06-24
Started: 2020-01-20

Readme and manuals

Help Manual

Help pageTopics
Calculate R-Squared.calc_rsquared
mvrsquaredmvrsquared-package mvrsquared