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DESCRIPTION
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DESCRIPTION
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Package: runstats
Type: Package
Title: Fast Computation of Running Statistics for Time Series
Version: 1.1.0
Authors@R: c(
person("Marta", "Karas", email = "marta.karass@gmail.com", role = c("aut", "cre"),
comment = c(ORCID = "0000-0001-5889-3970")),
person("Jacek", "Urbanek", role = c("aut"),
comment = c(ORCID = "0000-0002-1890-8899")),
person("John", "Muschelli", role = c("ctb"),
comment = c(ORCID = "0000-0001-6469-1750")),
person("Lacey", "Etzkorn", role = c("ctb"))
)
Description: Provides methods for fast computation of running sample
statistics for time series. These include: (1) mean, (2)
standard deviation, and (3) variance over a fixed-length window
of time-series, (4) correlation, (5) covariance, and (6)
Euclidean distance (L2 norm) between short-time pattern and
time-series. Implemented methods utilize Convolution Theorem to
compute convolutions via Fast Fourier Transform (FFT).
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.1
URL: https://github.com/martakarass/runstats
BugReports: https://github.com/martakarass/runstats/issues
Imports:
fftwtools
Suggests:
covr,
testthat,
ggplot2,
knitr,
rmarkdown,
sessioninfo,
rbenchmark,
cowplot,
spelling
VignetteBuilder: knitr
Language: en-US