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DESCRIPTION
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DESCRIPTION
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Package: mvrsquared
Type: Package
Title: Compute the Coefficient of Determination for Vector or Matrix Outcomes
Version: 0.1.5.999
Authors@R: c(
person("Tommy", "Jones", role = c("aut", "cre"), email = "[email protected]",
comment = c(ORCID = "0000-0001-6457-2452")),
person("Thomas", "Nagler",, "[email protected]", role = c("ctb"),
comment = c(ORCID = "0000-0003-1855-0046"))
)
Description: 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>.
License: MIT + file LICENSE
Encoding: UTF-8
URL: https://github.com/TommyJones/mvrsquared
BugReports: https://github.com/TommyJones/mvrsquared/issues
Depends:
R (>= 3.0.2)
Imports:
Matrix,
methods,
Rcpp (>= 1.0.2)
Suggests:
dplyr,
furrr,
knitr,
MASS,
nnet,
parallel,
rmarkdown,
stats,
stringr,
testthat,
textmineR,
tidytext,
spelling
LinkingTo:
Rcpp,
RcppArmadillo,
RcppThread (>= 2.1.3)
RoxygenNote: 7.2.3
VignetteBuilder: knitr
Language: en-US