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Autoregressive Conditional Kurtosis [PDF]

open access: yesJournal of Financial Econometrics, 2005
This article proposes a new model for autoregressive conditional heteroscedasticity and kurtosis. Via a time-varying degrees of freedom parameter, the conditional variance and conditional kurtosis are permitted to evolve separately. The model uses only the standard Student’s t-density and consequently can be estimated simply using maximum likelihood ...
Brooks, Chris   +3 more
openaire   +2 more sources

Research on gear crack diagnosis of the planet gear transmission

open access: yesThe Journal of Engineering, 2019
Objected to the planetary gear transmission, research on the fault diagnosis of gear cracks is mainly carried out with method of EEMD decomposition and Envelope demodulation.
Chao Ma   +3 more
doaj   +1 more source

On the Quantification of the GNSS Signals’ Quality for RFI Assessment

open access: yesEngineering Proceedings, 2023
The performance of radio-frequency interference (RFI) detection and localization could be improved if they are applied on good quality inputs. RFI assessment is an important aspect of evaluating overall signal quality.
Naveed Ahmed
doaj   +1 more source

Classification of RCS sequences based on KL divergence

open access: yesThe Journal of Engineering, 2019
Radar cross section (RCS) is an important characteristic of radar targets. The mean, variance, skewness, kurtosis, varying patterns of RCS sequences provide rich features for radar target classification.
Qiang Cheng, Li Chen, Yaolin Zhang
doaj   +1 more source

Application of equivalent non-Gaussian excitation method for systems subjected to non-Gaussian random excitation with asymmetric probability distribution

open access: yesNihon Kikai Gakkai ronbunshu, 2015
This paper presents an application of equivalent non-Gaussian excitation method for the response analysis of systems subjected to non-Gaussian random excitation with an asymmetric probability distribution. The non-Gaussian excitation is prescribed by the
Takahiro TSUCHIDA   +2 more
doaj   +1 more source

Feature Map Activation Analysis for Object Key-Point Detection

open access: yesIEEE Access, 2023
Determining object location information in an image can enable more accurate CNN classification. Several extended CNN models have been developed to include both object location and classification into a unified model, at a cost of increasing compute ...
Allen Rush, Sally Wood
doaj   +1 more source

An Inequality for Kurtosis

open access: yesThe Annals of Mathematical Statistics, 1948
It is well known that, if the fourth moment about the mean of a frequency distribution equals the square of the variance, then the frequencies are piled up at exactly two points, namely, the two points that are one standard deviation away from the mean.
openaire   +3 more sources

Microstructure Characterization of Bone Metastases from Prostate Cancer with Diffusion MRI: Preliminary Findings

open access: yesFrontiers in Oncology, 2018
PurposeTo examine the usefulness of rich diffusion protocols with high b-values and varying diffusion time for probing microstructure in bone metastases.
Colleen Bailey   +11 more
doaj   +1 more source

A Note on Kurtosis

open access: yesJournal of the Royal Statistical Society Series B: Statistical Methodology, 1964
Summary This note “rediscovers” the original interpretation of kurtosis as an indicator of “a prominent peak and a prominent tail” on the density curve. A formal proof that such curves have indeed relatively high fourth moments is given. A comment is made concerning the recent decline of this correct classical interpretation.
openaire   +2 more sources

The use of the kurtosis metric in the evaluation of occupational hearing loss in workers in China: Implications for hearing risk assessment

open access: yesNoise and Health, 2012
This study examined: (1) the value of using the statistical metric, kurtosis [β(t)], along with an energy metric to determine the hazard to hearing from high level industrial noise environments, and (2) the accuracy of the International Standard ...
Robert I Davis   +9 more
doaj   +1 more source

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