This package is considered a duplicate. The official version of this package is found at:https://krahim.r-universe.dev/multitaper

Package: multitaper 1.0-17

Karim Rahim

multitaper: Spectral Analysis Tools using the Multitaper Method

Implements multitaper spectral analysis using discrete prolate spheroidal sequences (Slepians) and sine tapers. It includes an adaptive weighted multitaper spectral estimate, a coherence estimate, Thomson's Harmonic F-test, and complex demodulation. The Slepians sequences are generated efficiently using a tridiagonal matrix solution, and jackknifed confidence intervals are available for most estimates. This package is an implementation of the method described in D.J. Thomson (1982) "Spectrum estimation and harmonic analysis" <doi:10.1109/PROC.1982.12433>.

Authors:Karim Rahim <[email protected]>, Wesley S. Burr <[email protected]>

multitaper_1.0-17.tar.gz
multitaper_1.0-17.tar.gz(r-4.7-arm64)multitaper_1.0-17.tar.gz(r-4.7-x86_64)multitaper_1.0-17.tar.gz(r-4.6-arm64)multitaper_1.0-17.tar.gz(r-4.6-x86_64)
multitaper_1.0-17.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
multitaper/json (API)

# Install 'multitaper' in R:

install.packages('multitaper', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/krahim/multitaper/issues

Uses libs:

openblas– Optimized BLAS
fortran– Runtime library for GNU Fortran applications

Datasets:

CETdaily - Central England Temperature daily time series
CETmonthly - Central England Temperature monthly time series
HadCRUTnh - HadCRUT Land Temperature Anomaly (Northern Hemisphere) Series
mlco2 - Mauna Loa Observatory CO2 Monthly Averages
percivalAR4 - Auto Regressive Series generated by Don Percival at Applied Physics Laboratory
willamette - Willamette River time series

On CRAN:

openblas fortran

5.38 score 33 packages 73 scripts 8.3k downloads 4 mentions 15 exports 0 dependencies

Last updated from:493d7683d7. Checks:6 OK. Indexed: no.

Target	Result	Time
linux-devel-arm64	OK	114
linux-devel-x86_64	OK	113
source / vignettes	OK	164
linux-release-arm64	OK	111
linux-release-x86_64	OK	109
wasm-release	OK	89

Exports:centre demod.dpss dpss dpssToEigenvalues dropFreqs dropFreqs.default dropFreqs.mtm dropFreqs.mtm.coh dropFreqs.spec mtm.coh multitaperTrend plot.mtm plot.mtm.coh sineTaper spec.mtm

Dependencies:

Help page	Topics
Centres (converts to zero-mean) the time series.	centre
Central England Temperature daily time series	CETdaily
Central England Temperature monthly time series	CETmonthly
Computes complex demodulates using multiple taper techniques	demod.dpss
Compute Discrete Prolate Spheroidal Sequences	dpss
Compute eigenvalues for the Discrete Prolate Spheroidal Sequences (dpss)	dpssToEigenvalues
Truncate mtm or mtm.coh Objects in Frequency	dropFreqs dropFreqs.default dropFreqs.mtm dropFreqs.mtm.coh dropFreqs.spec
HadCRUT Land Temperature Anomaly (Northern Hemisphere) Series	HadCRUTnh
Mauna Loa Observatory CO2 Monthly Averages	mlco2
Compute and plot the multitaper magnitude-squared coherence.	mtm.coh
Estimate Linear Trend using Multitaper Techniques	multitaperTrend
Auto Regressive Series generated by Don Percival at Applied Physics Laboratory	percivalAR4
Compute and plot the multitaper spectrum estimate	plot.mtm
Compute and plot the multitaper magnitude-squared coherence.	plot.mtm.coh
Computes sine tapers	sineTaper
Compute and plot multitaper spectrum estimates	spec.mtm
Willamette River time series	willamette

Package: multitaper 1.0-17

multitaper: Spectral Analysis Tools using the Multitaper Method

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)