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DESCRIPTION
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DESCRIPTION
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Package: dsdp
Title: Density Estimation with Semidefinite Programming
Version: 0.1.1
Authors@R: c(
person("Satoshi", "Kakihara",,email = "skakihara@gmail.com",
role = c("aut", "cre")),
person("Takashi", "Tsuchiya", email = "tsuchiya@grips.ac.jp",
role = "aut"))
Description: The models of probability density functions are Gaussian or
exponential distributions with polynomial correction terms.
Using a maximum likelihood method, 'dsdp' computes parameters of Gaussian
or exponential distributions together with degrees of polynomials by
a grid search, and coefficient of polynomials by a variant of semidefinite
programming. It adopts Akaike Information Criterion for model selection.
See a vignette for a tutorial and more on our 'Github' repository
<https://github.com/tsuchiya-lab/dsdp/>.
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.1
Depends:
R (>= 2.10)
LazyData: true
Suggests:
rmarkdown,
knitr
VignetteBuilder: knitr, rmarkdown
Imports:
ggplot2,
rlang,
stats
License: MIT + file LICENSE
URL: https://tsuchiya-lab.github.io/dsdp/
BugReports: https://github.com/tsuchiya-lab/dsdp/issues