krahim/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>.

Getting started

Package details

AuthorKarim Rahim <karim.rahim@queensu.ca>, Wesley S. Burr <wesleyburr@trentu.ca>
MaintainerKarim Rahim <karim.rahim@queensu.ca>
LicenseGPL (>= 2)
Version1.0-15
URL https://github.com/krahim/multitaper/
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("krahim/multitaper")
krahim/multitaper documentation built on Oct. 10, 2020, 2:18 p.m.