Package: PPMiss 0.1.1

PPMiss: Copula-Based Estimator for Long-Range Dependent Processes under Missing Data

Implements the copula-based estimator for univariate long-range dependent processes, introduced in Pumi et al. (2023) <doi:10.1007/s00362-023-01418-z>. Notably, this estimator is capable of handling missing data and has been shown to perform exceptionally well, even when up to 70% of data is missing (as reported in <arxiv:2303.04754>) and has been found to outperform several other commonly applied estimators.

Authors:Taiane Schaedler Prass [aut, cre, com], Guilherme Pumi [aut, ctb]

PPMiss_0.1.1.tar.gz
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PPMiss_0.1.1.tgz(r-4.4-x86_64)PPMiss_0.1.1.tgz(r-4.4-arm64)PPMiss_0.1.1.tgz(r-4.3-x86_64)PPMiss_0.1.1.tgz(r-4.3-arm64)
PPMiss_0.1.1.tar.gz(r-4.5-noble)PPMiss_0.1.1.tar.gz(r-4.4-noble)
PPMiss_0.1.1.tgz(r-4.4-emscripten)PPMiss_0.1.1.tgz(r-4.3-emscripten)
PPMiss.pdf |PPMiss.html
PPMiss/json (API)
NEWS

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

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 144 downloads 12 exports 13 dependencies

Last updated 1 years agofrom:78f3c663b2. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 07 2024
R-4.5-win-x86_64OKNov 07 2024
R-4.5-linux-x86_64OKNov 07 2024
R-4.4-win-x86_64OKNov 07 2024
R-4.4-mac-x86_64OKNov 07 2024
R-4.4-mac-aarch64OKNov 07 2024
R-4.3-win-x86_64OKNov 07 2024
R-4.3-mac-x86_64OKNov 07 2024
R-4.3-mac-aarch64OKNov 07 2024

Exports:amharfima.coefsd.fitdCtheta_amhdCtheta_fgmdCtheta_frankdCtheta_gaussfgmfrankgaussk1funkdens

Dependencies:ADGofTestcolorspacecopulagsllatticeMatrixmvtnormnumDerivpcaPPpracmapsplinestabledistzoo

Readme and manuals

Help Manual

Help pageTopics
Coefficients of an ARFIMA(p,d,q) modelarfima.coefs
Long memory parameter estimationd.fit
Constant K1k1fun
Kernel density estimatorkdens
Copula functions and the corresponding derivative limit.amh dCtheta_amh dCtheta_fgm dCtheta_frank dCtheta_gauss fgm frank gauss PPMiss.copulas