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Spectral density estimation technique
In signal processing, multitaper analysis is a spectral density estimation technique developed by David J. Thomson. It can estimate the power spectrum
Multitaper
Problem in Fourier analysis
lower order Slepian sequences form the basis for spectral estimation by multitaper method. Not limited to time series, the spectral concentration problem
Spectral concentration problem
Spectral_concentration_problem
Neurobiological time series data software package
regression and smoothing, spike sorting and spectral analysis - including multitaper spectral analysis, a powerful nonparametric method to estimate power spectrum
Chronux
Fourier-related transform for signals that change over time
transform and other time-frequency distributions Singular Spectral Analysis – MultiTaper Method Toolkit – a free software program to analyze short, noisy time
Short-time_Fourier_transform
Correlation of a signal with a time-shifted copy of itself, as a function of shift
Andrew T. Walden (1993). Spectral Analysis for Physical Applications: Multitaper and Conventional Univariate Techniques. Cambridge University Press. pp
Autocorrelation
Function used in signal processing
window maximizes the energy concentration in the main lobe, and is used in multitaper spectral analysis, which averages out noise in the spectrum and reduces
Window_function
Neural oscillations in the frequency range of 8–12 Hz
Percival DB, Walden AT (2002). Spectral analysis for physical applications: multitaper and conventional univariate techniques (Digital printing ed.). Cambridge:
Alpha_wave
Society of Canada impact award. He is best known for creation of the multitaper method of spectral estimation, first published in complete form in 1982
David_J._Thomson
University in Brooklyn, New York, U.S.
now called the Reissner–Nordström metric David J. Thomson, invented the multitaper Fred Waller, invented Cinerama, the Waller Gunnery Trainer, and patented
New York University Tandon School of Engineering
New_York_University_Tandon_School_of_Engineering
Measure of phase coupling in a signal
He, H. (2009). The Canonical Bicoherence - Part I : Definition, Multitaper Estimation, and Statistics. Signal Processing, IEEE Transactions, 57(4)
Bicoherence
University, Stanford University, MIT, and University of Cambridge; invented multitaper Dennis Tito 1962 CAS B.A. First commercial space flight customer Lew Tucker
List of New York University alumni
List_of_New_York_University_alumni
Signal processing technique
windowed version of Bartlett's method that uses overlapping segments Multitaper is a periodogram-based method that uses multiple tapers, or windows, to
Spectral_density_estimation
British mathematician & academic
particular, she investigated the use of the discrete wavelet transform and multitaper spectral estimation. She completed her thesis, Some New Statistical Approaches
Emma_McCoy
Brain responses phase-locked to periodic visual stimulation
performed in the frequency domain using discrete Fourier transforms or multitaper spectra, with amplitude (or power), phase, and signal-to-noise metrics
Steady state visually evoked potential
Steady_state_visually_evoked_potential
Mathematical function
One-dimensional scalar Slepian functions or tapers are the workhorse of the Thomson multitaper method of spectral density estimation. We use g ( x ) {\displaystyle g(\mathbf
Slepian_function
Nonparametric spectral estimation method
method of non-parametric density estimation (Golyandina et al., 2012). Multitaper method Short-time Fourier transform Spectral density estimation Alanqary
Singular_spectrum_analysis
Multiscale decision making Multiscale geometric analysis Multistage testing Multitaper Multitrait-multimethod matrix Multivariate adaptive regression splines
List_of_statistics_articles
American mathematician (1923–2007)
current use. This work was fundamental to the development of the method of multitaper spectral analysis, where the discrete Slepian functions are used as an
David_Slepian
1007/s10712-009-9071-5. ISSN 1573-0956. Helffrich, George (2006-02-01). "Extended-time multitaper frequency domain crosscorrelation receiver-function estimation". Bull
Receiver_function
Higher-order frequency analysis
in the time-domain and subsequent application of Fourier transforms. Multitaper methods consider the entire signal tapered (windowed) with orthogonal
Polyspectra
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