Articles with "stochastic modelling" as a keyword



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Some properties of conditional partial moments in the context of stochastic modelling

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Published in 2017 at "Statistical Papers"

DOI: 10.1007/s00362-017-0904-x

Abstract: There are many practical situations where the access to conditional distributions are more likely than to their joint distribution. In the present paper we study partial moments in the conditional setup. It is shown that… read more here.

Keywords: conditional partial; partial moments; properties conditional; context stochastic ... See more keywords
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Stochastic Modelling of Big Data in Finance

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Published in 2020 at "Methodology and Computing in Applied Probability"

DOI: 10.1007/s11009-020-09826-6

Abstract: We present a new approach to study big data in finance (specifically, in limit order books), based on stochastic modelling of price changes associated with high-frequency and algorithmic trading. We introduce a big data in… read more here.

Keywords: big data; finance; modelling big; stochastic modelling ... See more keywords
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Stochastic modelling of collective motor protein transport through a crossing of microtubules.

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Published in 2020 at "Journal of theoretical biology"

DOI: 10.1016/j.jtbi.2020.110370

Abstract: The cytoskeleton in eukaryotic cells plays several crucial roles. In terms of intracellular transport, motor proteins use the cytoskeletal filaments as a backbone along which they can actively transport biological cargos such as vesicles carrying… read more here.

Keywords: collective motor; transport; modelling collective; motor protein ... See more keywords
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Stochastic modelling of the dynamics of infections caused by the SARS-CoV-2 and COVID-19 under various conditions of lockdown, quarantine, and testing

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Published in 2021 at "Results in Physics"

DOI: 10.1016/j.rinp.2021.104573

Abstract: We develop a mathematical model for the transmission and spread of infections caused by the severe acute respiratory syndrome coronavirus 2 (SAR-CoV-2) which causes the coronavirus disease 2019 (COVID-19), a disease that has since been… read more here.

Keywords: modelling dynamics; infections caused; dynamics infections; stochastic modelling ... See more keywords
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COVID-19 deterministic and stochastic modelling with optimized daily vaccinations in Saudi Arabia

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Published in 2021 at "Results in Physics"

DOI: 10.1016/j.rinp.2021.104629

Abstract: In this paper, we investigate the stochastic nature of the COVID-19 temporal dynamics by generating a fractional-order dynamic model and a fractional-order-stochastic model. Initially, we considered the first and second vaccination doses as multiple vaccinations… read more here.

Keywords: optimized daily; covid deterministic; modelling optimized; deterministic stochastic ... See more keywords
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Stochastic modelling of non-stationary financial assets.

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Published in 2017 at "Chaos"

DOI: 10.1063/1.5010613

Abstract: We model non-stationary volume-price distributions with a log-normal distribution and collect the time series of its two parameters. The time series of the two parameters are shown to be stationary and Markov-like and consequently can… read more here.

Keywords: modelling non; financial assets; stationary financial; non stationary ... See more keywords
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Stochastic modelling of bird flocks: accounting for the cohesiveness of collective motion

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Published in 2022 at "Journal of the Royal Society Interface"

DOI: 10.1098/rsif.2021.0745

Abstract: Collective behaviour can be difficult to discern because it is not limited to animal aggregations such as flocks of birds and schools of fish wherein individuals spontaneously move in the same way despite the absence… read more here.

Keywords: bird; stochastic modelling; modelling bird; bird flocks ... See more keywords