| MICHAILIDIS, G.E., Ioannis SPYROGLOU, D. ZARIDIS and A.G. RIGAS. A Method of Estimating the Partial Power Spectrum of a Bivariate Point Process and an Application to a Neurophysiological Data Set. JOURNAL OF STATISTICAL THEORY AND PRACTICE. NEW YORK: SPRINGER, 2020, vol. 14, No 3, p. 36-49. ISSN 1559-8608. Available from: https://dx.doi.org/10.1007/s42519-020-00105-8. |
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@article{1751477,
author = {Michailidis, G.E. and Spyroglou, Ioannis and Zaridis, D. and Rigas, A.G.},
article_location = {NEW YORK},
article_number = {3},
doi = {http://dx.doi.org/10.1007/s42519-020-00105-8},
keywords = {Partial power spectrum; Simple and cross-periodogram; Smoothing procedure; Spectral analysis; Muscle spindle},
language = {eng},
issn = {1559-8608},
journal = {JOURNAL OF STATISTICAL THEORY AND PRACTICE},
title = {A Method of Estimating the Partial Power Spectrum of a Bivariate Point Process and an Application to a Neurophysiological Data Set},
url = {https://link.springer.com/article/10.1007/s42519-020-00105-8},
volume = {14},
year = {2020}
}
TY - JOUR
ID - 1751477
AU - Michailidis, G.E. - Spyroglou, Ioannis - Zaridis, D. - Rigas, A.G.
PY - 2020
TI - A Method of Estimating the Partial Power Spectrum of a Bivariate Point Process and an Application to a Neurophysiological Data Set
JF - JOURNAL OF STATISTICAL THEORY AND PRACTICE
VL - 14
IS - 3
SP - 36
EP - 36
PB - SPRINGER
SN - 15598608
KW - Partial power spectrum
KW - Simple and cross-periodogram
KW - Smoothing procedure
KW - Spectral analysis
KW - Muscle spindle
UR - https://link.springer.com/article/10.1007/s42519-020-00105-8
N2 - In this paper, we present a method of estimating the partial power spectrum of a bivariate point process. The method is based on the simple and cross-periodograms which are smoothed by applying a simple averaging weighting scheme in order to improve the properties of the estimate. The asymptotic distribution of the estimate is shown to be approximately normal when the amount of smoothing is large. An illustrative example is presented from the field of Neurophysiology when the complex system of the muscle spindle is affected by a static gamma motoneuron.
ER -
MICHAILIDIS, G.E., Ioannis SPYROGLOU, D. ZARIDIS and A.G. RIGAS. A Method of Estimating the Partial Power Spectrum of a Bivariate Point Process and an Application to a Neurophysiological Data Set. \textit{JOURNAL OF STATISTICAL THEORY AND PRACTICE}. NEW YORK: SPRINGER, 2020, vol.~14, No~3, p.~36-49. ISSN~1559-8608. Available from: https://dx.doi.org/10.1007/s42519-020-00105-8.
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