Time Series Qn is a package with applications of the Qn estimator of Rousseeuw and Croux (1993) <doi:10.1080/01621459.1993.10476408> to univariate and multivariate Time Series in time and frequency domains. More specifically, the robust estimation of autocorrelation or autocovariance matrix functions from Ma and Genton (2000, 2001) <doi:10.1111/1467-9892.00203>, <doi:10.1006/jmva.2000.1942> and Cotta (2017) <doi:10.13140/RG.2.2.14092.10883> are provided. The robust pseudo-periodogram of Molinares et. al. (2009) <doi:10.1016/j.jspi.2008.12.014> is also given. This packages also provides the M-estimator of the long-memory parameter d based on the robustification of the GPH estimator proposed by Reisen et al. (2017) <doi:10.1016/j.jspi.2017.02.008>.
| Version: | 1.0.0 |
| Depends: | R (≥ 3.2.3),robustbase,MASS,fracdiff |
| Published: | 2017-03-29 |
| DOI: | 10.32614/CRAN.package.tsqn |
| Author: | Higor Cotta, Valderio Reisen, Pascal Bondon and Céline Lévy-Leduc |
| Maintainer: | Higor Cotta <cotta.higor at gmail.com> |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | tsqn results |
| Reference manual: | tsqn.html ,tsqn.pdf |
| Package source: | tsqn_1.0.0.tar.gz |
| Windows binaries: | r-devel:tsqn_1.0.0.zip, r-release:tsqn_1.0.0.zip, r-oldrel:tsqn_1.0.0.zip |
| macOS binaries: | r-release (arm64):tsqn_1.0.0.tgz, r-oldrel (arm64):tsqn_1.0.0.tgz, r-release (x86_64):tsqn_1.0.0.tgz, r-oldrel (x86_64):tsqn_1.0.0.tgz |
| Reverse suggests: | RCTS |
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