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/>.
| Version: | 0.1.1 |
| Depends: | R (≥ 2.10) |
| Imports: | ggplot2, rlang, stats |
| Suggests: | rmarkdown, knitr |
| Published: | 2023-02-11 |
| DOI: | 10.32614/CRAN.package.dsdp |
| Author: | Satoshi Kakihara [aut, cre], Takashi Tsuchiya [aut] |
| Maintainer: | Satoshi Kakihara <skakihara at gmail.com> |
| BugReports: | https://github.com/tsuchiya-lab/dsdp/issues |
| License: | MIT + file LICENSE |
| URL: | https://tsuchiya-lab.github.io/dsdp/ |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| CRAN checks: | dsdp results |
| Reference manual: | dsdp.pdf |
| Vignettes: |
Tutorial |
| Package source: | dsdp_0.1.1.tar.gz |
| Windows binaries: | r-devel: dsdp_0.1.1.zip, r-release: dsdp_0.1.1.zip, r-oldrel: dsdp_0.1.1.zip |
| macOS binaries: | r-release (arm64): dsdp_0.1.1.tgz, r-oldrel (arm64): dsdp_0.1.1.tgz, r-release (x86_64): dsdp_0.1.1.tgz, r-oldrel (x86_64): dsdp_0.1.1.tgz |
| Old sources: | dsdp archive |
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