Results 51 to 60 of about 63,363 (219)
Analysing autoregressive counts over time remains a relevant and evolving matter of interest, where oftentimes the assumption of normality is made for the error terms. In the case when data are discrete, the Poisson model may be assumed for the structure
Ané van der Merwe, Johannes T. Ferreira
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Fluctuation Theory for Upwards Skip-Free Lévy Chains
A fluctuation theory and, in particular, a theory of scale functions is developed for upwards skip-free Lévy chains, i.e., for right-continuous random walks embedded into continuous time as compound Poisson processes.
Matija Vidmar
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Probabilistic Description of the State of Charge of Batteries Used for Primary Frequency Regulation
Battery participation in the service of power system frequency regulation is universally recognized as a viable means for counteracting the dramatic impact of the increasing utilization of renewable energy sources.
Elio Chiodo +6 more
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Model misspecification in peaks over threshold analysis
Classical peaks over threshold analysis is widely used for statistical modeling of sample extremes, and can be supplemented by a model for the sizes of clusters of exceedances.
Davison, Anthony C., Süveges, Mária
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The problem of estimating the mean function of a compound cyclic Poisson process with linear trend is considered. An estimator of this mean function is constructed and investigated.
Bonno Andri Wibowo +2 more
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Compound Poisson Processes: Potentials, Green Measures and Random Times
20 ...
Yuri Kondratiev, José L. da Silva
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Option pricing in time-changed Lévy models with compound Poisson jumps
The problem of European-style option pricing in time-changed Lévy models in the presence of compound Poisson jumps is considered. These jumps relate to sudden large drops in stock prices induced by political or economical hits.
Roman V. Ivanov, Katsunori Ano
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Wavelet Compressibility of Compound Poisson Processes
In this paper, we precisely quantify the wavelet compressibility of compound Poisson processes. To that end, we expand the given random process over the Haar wavelet basis and we analyse its asymptotic approximation properties. By only considering the nonzero wavelet coefficients up to a given scale, what we call the greedy approximation, we exploit ...
Aziznejad, Shayan, Fageot, Julien
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The Wavelet Compressibility of Compound Poisson Processes [PDF]
Shayan Aziznejad, Julien Fageot
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Microscopic behavior modeling plays a critical role in traffic flow analyais, simulation, and autonomous vehicle algorithm development. Numerous efforts are devoted to the development of it in both longitudinal and lateral dimensions.
Hongsheng Qi
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