MICHAILIDIS, G.E., Ioannis SPYROGLOU, D. ZARIDIS a 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, roč. 14, č. 3, s. 36-49. ISSN 1559-8608. Dostupné z: https://dx.doi.org/10.1007/s42519-020-00105-8. |
Další formáty:
BibTeX
LaTeX
RIS
@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 a 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, roč.~14, č.~3, s.~36-49. ISSN~1559-8608. Dostupné z: https://dx.doi.org/10.1007/s42519-020-00105-8.
|