Stochastic Processes and their Applications, ISSN 0304-4149, 2007, Volume 117, Issue 6, pp. 677 - 707
A tempered stable Lévy process combines both the -stable and Gaussian trends. In a short time frame it is close to an -stable process while in a long time...
Tempered stable distributions and processes | Stable processes | Shot noise representations | Lévy processes | Ornstein–Uhlenbeck-type processes | Ornstein-Uhlenbeck-type processes | shot noise representations | STOCHASTIC-PROCESS | REPRESENTATIONS | stable processes | Levy processes | CONVERGENCE | STATISTICS & PROBABILITY | tempered stable distributions and processes | Tempered stable distributions and processes Stable processes Lévy processes Ornstein-Uhlenbeck-type processes Shot noise representations
Tempered stable distributions and processes | Stable processes | Shot noise representations | Lévy processes | Ornstein–Uhlenbeck-type processes | Ornstein-Uhlenbeck-type processes | shot noise representations | STOCHASTIC-PROCESS | REPRESENTATIONS | stable processes | Levy processes | CONVERGENCE | STATISTICS & PROBABILITY | tempered stable distributions and processes | Tempered stable distributions and processes Stable processes Lévy processes Ornstein-Uhlenbeck-type processes Shot noise representations
Journal Article
Physica A: Statistical Mechanics and its Applications, ISSN 0378-4371, 11/2018, Volume 509, pp. 921 - 936
In this paper, based on the results of Gray et al. (2011), we propose a new SDE SIS model incorporating mean-reverting Ornstein–Uhlenbeck process, and prove...
Persistence | Intensity of volatility | Speed of reversion | Ornstein–Uhlenbeck process | Stochastic basic reproduction number | Extinction | Ornstein-Uhlenbeck process | PHYSICS, MULTIDISCIPLINARY | BEHAVIOR | STATIONARY DISTRIBUTION | ENVIRONMENTAL VARIABILITY | DYNAMICS | Epidemics | Models | Disease transmission | Analysis | Differential equations
Persistence | Intensity of volatility | Speed of reversion | Ornstein–Uhlenbeck process | Stochastic basic reproduction number | Extinction | Ornstein-Uhlenbeck process | PHYSICS, MULTIDISCIPLINARY | BEHAVIOR | STATIONARY DISTRIBUTION | ENVIRONMENTAL VARIABILITY | DYNAMICS | Epidemics | Models | Disease transmission | Analysis | Differential equations
Journal Article
Physica A: Statistical Mechanics and its Applications, ISSN 0378-4371, 03/2018, Volume 494, pp. 265 - 275
We find a representation of the integral of the stationary Ornstein–Uhlenbeck (ISOU) process in terms of Brownian motion ; moreover, we show that, under...
Gauss–Markov process | Double integral process | Ornstein–Uhlenbeck process | BROWNIAN-MOTION | Ornstein-Uhlenbeck process | PHYSICS, MULTIDISCIPLINARY | 1ST HITTING TIME | ADAPTATION | SPIKE TRAIN | MODEL | Gauss-Markov process
Gauss–Markov process | Double integral process | Ornstein–Uhlenbeck process | BROWNIAN-MOTION | Ornstein-Uhlenbeck process | PHYSICS, MULTIDISCIPLINARY | 1ST HITTING TIME | ADAPTATION | SPIKE TRAIN | MODEL | Gauss-Markov process
Journal Article
Stochastic Processes and their Applications, ISSN 0304-4149, 04/2019, Volume 129, Issue 4, pp. 1443 - 1454
This work concerns the Ornstein–Uhlenbeck type process associated to a positive self-similar Markov process which drifts to , namely . We point out that is...
Stationarity | Ornstein–Uhlenbeck type process | Self-similar Markov process | Darling–Kac theorem | Lévy process | Exponential functional | SIMILAR MARKOV-PROCESSES | Darling-Kac theorem | Levy process | CONVERGENCE | STATISTICS & PROBABILITY | DRIVEN | Ornstein-Uhlenbeck type process | EXPONENTIAL FUNCTIONALS | Markov processes
Stationarity | Ornstein–Uhlenbeck type process | Self-similar Markov process | Darling–Kac theorem | Lévy process | Exponential functional | SIMILAR MARKOV-PROCESSES | Darling-Kac theorem | Levy process | CONVERGENCE | STATISTICS & PROBABILITY | DRIVEN | Ornstein-Uhlenbeck type process | EXPONENTIAL FUNCTIONALS | Markov processes
Journal Article
Indagationes Mathematicae, ISSN 0019-3577, 09/2019, Volume 30, Issue 5, pp. 796 - 804
We demonstrate that two Ornstein–Uhlenbeck processes, that is, solutions to certain stochastic differential equations that are driven by a Lévy process have...
Lévy–itô decomposition | Wiener process | Ornstein–Uhlenbeck process | SDE | Girsanov’s theorem | Lévy process | SPACE | MATHEMATICS | Ornstein-Uhlenbeck process | Levy process | Levy-ito decomposition | Girsanov's theorem | Laws, regulations and rules | Differential equations
Lévy–itô decomposition | Wiener process | Ornstein–Uhlenbeck process | SDE | Girsanov’s theorem | Lévy process | SPACE | MATHEMATICS | Ornstein-Uhlenbeck process | Levy process | Levy-ito decomposition | Girsanov's theorem | Laws, regulations and rules | Differential equations
Journal Article
Physica A: Statistical Mechanics and its Applications, ISSN 0378-4371, 02/2018, Volume 492, pp. 790 - 803
This paper studies Langevin equation with random damping due to multiplicative noise and its solution. Two types of multiplicative noise, namely the...
Dichotomous noise | Multiplicative noise | Ornstein–Uhlenbeck process | Fractional Gaussian noise | Langevin equation | BROWNIAN-MOTION | MOMENT INSTABILITIES | Ornstein-Uhlenbeck process | HARMONIC-OSCILLATOR | PHYSICS, MULTIDISCIPLINARY | PARAMETERS | STOCHASTIC-FREQUENCY | KINETICS | GROWTH | SYSTEMS | DIFFUSION
Dichotomous noise | Multiplicative noise | Ornstein–Uhlenbeck process | Fractional Gaussian noise | Langevin equation | BROWNIAN-MOTION | MOMENT INSTABILITIES | Ornstein-Uhlenbeck process | HARMONIC-OSCILLATOR | PHYSICS, MULTIDISCIPLINARY | PARAMETERS | STOCHASTIC-FREQUENCY | KINETICS | GROWTH | SYSTEMS | DIFFUSION
Journal Article
Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena, ISSN 0960-0779, 08/2018, Volume 113, pp. 314 - 325
In this paper, we use fast oscillating integrated Ornstein–Uhlenbeck (abbreviated as O-U) processes to pathwisely approximate Wiener processes. In physics,...
Integrated Ornstein–Uhlenbeck processes | Pathwise approximation for stochastic differential equations | Stochastic evolution equations | Approximation of random invariant manifolds | STOCHASTIC DIFFERENTIAL-EQUATIONS | TIMES | PHYSICS, MULTIDISCIPLINARY | NOISE | DRIVEN | PHYSICS, MATHEMATICAL | WONG-ZAKAI APPROXIMATIONS | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | Integrated Ornstein-Uhlenbeck processes | CONVERGENCE | MANIFOLDS
Integrated Ornstein–Uhlenbeck processes | Pathwise approximation for stochastic differential equations | Stochastic evolution equations | Approximation of random invariant manifolds | STOCHASTIC DIFFERENTIAL-EQUATIONS | TIMES | PHYSICS, MULTIDISCIPLINARY | NOISE | DRIVEN | PHYSICS, MATHEMATICAL | WONG-ZAKAI APPROXIMATIONS | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | Integrated Ornstein-Uhlenbeck processes | CONVERGENCE | MANIFOLDS
Journal Article
Applied Mathematics Letters, ISSN 0893-9659, 09/2013, Volume 26, Issue 9, pp. 957 - 962
By a simple mathematical method, we obtain the transition probability density functions of the Ornstein–Uhlenbeck process, Cauchy process, and...
Ornstein–Uhlenbeck–Cauchy process | Transition probability density | Cauchy process | Ornstein–Uhlenbeck process | Ornstein-Uhlenbeck process | Ornstein-Uhlenbeck-Cauchy process | MATHEMATICS, APPLIED
Ornstein–Uhlenbeck–Cauchy process | Transition probability density | Cauchy process | Ornstein–Uhlenbeck process | Ornstein-Uhlenbeck process | Ornstein-Uhlenbeck-Cauchy process | MATHEMATICS, APPLIED
Journal Article
Journal of Physics A: Mathematical and Theoretical, ISSN 1751-8113, 04/2015, Volume 48, Issue 13, pp. 135004 - 18
The Ornstein-Uhlenbeck process is one of the most popular systems used for financial data description. However, this process has also been examined in the...
Subordination | Covariance | Fractional Fokker-Planck equation | Ornstein-Uhlenbeck process | Functions (mathematics) | Simulation | Mathematical analysis | Finance | Mathematical models | Inverse | Biology
Subordination | Covariance | Fractional Fokker-Planck equation | Ornstein-Uhlenbeck process | Functions (mathematics) | Simulation | Mathematical analysis | Finance | Mathematical models | Inverse | Biology
Journal Article
Journal of Multivariate Analysis, ISSN 0047-259X, 01/2019, Volume 169, pp. 1 - 20
Given the observation of a high-dimensional Ornstein–Uhlenbeck (OU) process in continuous time, we are interested in inference on the drift parameter under a...
High-dimensional statistics | Ornstein–Uhlenbeck process | Sparse estimation | Lasso | STATISTICS & PROBABILITY | Ornstein-Uhlenbeck process | SELECTION
High-dimensional statistics | Ornstein–Uhlenbeck process | Sparse estimation | Lasso | STATISTICS & PROBABILITY | Ornstein-Uhlenbeck process | SELECTION
Journal Article
Computers and Mathematics with Applications, ISSN 0898-1221, 02/2018, Volume 75, Issue 3, pp. 1044 - 1059
This paper means to price weather derivatives through solving the Partial Differential Equation (PDE) of the Ornstein–Uhlenbeck process. Since the PDE is...
PDE | Ornstein–Uhlenbeck process | Convection–diffusion | Jump condition | Weather derivative | MATHEMATICS, APPLIED | Ornstein-Uhlenbeck process | Convection-diffusion | DIFFUSION | Monte Carlo method | Aquatic resources | Pricing | Differential equations
PDE | Ornstein–Uhlenbeck process | Convection–diffusion | Jump condition | Weather derivative | MATHEMATICS, APPLIED | Ornstein-Uhlenbeck process | Convection-diffusion | DIFFUSION | Monte Carlo method | Aquatic resources | Pricing | Differential equations
Journal Article
1985, ISBN 9789516491373, 22
Book
Stochastic Processes and their Applications, ISSN 0304-4149, 09/2018, Volume 128, Issue 9, pp. 2979 - 3005
Two limit theorems are established on the extremes of a family of stationary Markov processes, known as -Ornstein–Uhlenbeck processes with . Both results are...
Markov process | Self-similar process | Excursion probability | Tangent process | Semi-min-stable process | [formula omitted]-Ornstein–Uhlenbeck process | Double-sum method | Brown–Resnick process | q-Ornstein–Uhlenbeck process | SAMPLE | GAUSSIAN RANDOM-FIELDS | Brown-Resnick process | q-Ornstein-Uhlenbeck process | STATISTICS & PROBABILITY | ERGODIC PROPERTIES | Markov processes
Markov process | Self-similar process | Excursion probability | Tangent process | Semi-min-stable process | [formula omitted]-Ornstein–Uhlenbeck process | Double-sum method | Brown–Resnick process | q-Ornstein–Uhlenbeck process | SAMPLE | GAUSSIAN RANDOM-FIELDS | Brown-Resnick process | q-Ornstein-Uhlenbeck process | STATISTICS & PROBABILITY | ERGODIC PROPERTIES | Markov processes
Journal Article
BMC Bioinformatics, ISSN 1471-2105, 06/2016, Volume 17, Issue 1, p. 232
Background: Single-cell technologies make it possible to quantify the comprehensive states of individual cells, and have the power to shed light on cellular...
Single-cell transcriptomics | Differentiation analysis | Ornstein-Uhlenbeck process | HETEROGENEITY | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | CHEMOKINES | BIOCHEMICAL RESEARCH METHODS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | EMBRYOS | FATE DECISIONS | Cell Line | Reproducibility of Results | Area Under Curve | Humans | Gene Expression Regulation | Models, Statistical | Gene Regulatory Networks | Transcription Factors - metabolism | Cell Differentiation - genetics | Cell Lineage | Algorithms | Stochastic Processes | Time Factors | Single-Cell Analysis - methods | Principal Component Analysis | Gene Ontology | Cluster Analysis | Gene expression | Observations
Single-cell transcriptomics | Differentiation analysis | Ornstein-Uhlenbeck process | HETEROGENEITY | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | CHEMOKINES | BIOCHEMICAL RESEARCH METHODS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | EMBRYOS | FATE DECISIONS | Cell Line | Reproducibility of Results | Area Under Curve | Humans | Gene Expression Regulation | Models, Statistical | Gene Regulatory Networks | Transcription Factors - metabolism | Cell Differentiation - genetics | Cell Lineage | Algorithms | Stochastic Processes | Time Factors | Single-Cell Analysis - methods | Principal Component Analysis | Gene Ontology | Cluster Analysis | Gene expression | Observations
Journal Article
15.
Full Text
Using the Ornstein–Uhlenbeck process to model the evolution of interacting populations
Journal of Theoretical Biology, ISSN 0022-5193, 09/2017, Volume 429, pp. 35 - 45
The Ornstein–Uhlenbeck (OU) process plays a major role in the analysis of the evolution of phenotypic traits along phylogenies. The standard OU process...
Phylogenetic comparative methods | Ornstein–Uhlenbeck process | Species interactions | Trait evolution | Migration | STATES | QUANTITATIVE TRAITS | Ornstein-Uhlenbeck process | WITHIN-SPECIES VARIATION | TREES | ADAPTATION | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | STABILIZING SELECTION | PHYLOGENETIC COMPARATIVE-ANALYSIS | ADAPTIVE EVOLUTION | Adaptation, Physiological | Biological Evolution | Animal Migration - physiology | Biological Variation, Population - physiology | Phenotype | Phylogeny | Evolution | Evolutionary biology | Analysis | Models | Plant genetics | Biological Sciences | Migration; Ornstein-Uhlenbeck process; Phylogenetic comparative methods; Species interactions; Trait evolution | Naturvetenskap | Biologiska vetenskaper | Evolutionsbiologi | Natural Sciences | Evolutionary Biology
Phylogenetic comparative methods | Ornstein–Uhlenbeck process | Species interactions | Trait evolution | Migration | STATES | QUANTITATIVE TRAITS | Ornstein-Uhlenbeck process | WITHIN-SPECIES VARIATION | TREES | ADAPTATION | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | STABILIZING SELECTION | PHYLOGENETIC COMPARATIVE-ANALYSIS | ADAPTIVE EVOLUTION | Adaptation, Physiological | Biological Evolution | Animal Migration - physiology | Biological Variation, Population - physiology | Phenotype | Phylogeny | Evolution | Evolutionary biology | Analysis | Models | Plant genetics | Biological Sciences | Migration; Ornstein-Uhlenbeck process; Phylogenetic comparative methods; Species interactions; Trait evolution | Naturvetenskap | Biologiska vetenskaper | Evolutionsbiologi | Natural Sciences | Evolutionary Biology
Journal Article
Journal of the Korean Statistical Society, ISSN 1226-3192, 09/2016, Volume 45, Issue 3, pp. 329 - 341
The statistical analysis for equations driven by fractional Gaussian process (fGp) is relatively recent. The development of stochastic calculus with respect to...
Parameter estimation | Non-ergodic Gaussian Ornstein–Uhlenbeck process | Non-ergodic Gaussian Ornstein-Uhlenbeck process | STATISTICS & PROBABILITY | Brownian motion | Models | Analysis | Gaussian processes | Least squares | Probability | Mathematics | 통계학
Parameter estimation | Non-ergodic Gaussian Ornstein–Uhlenbeck process | Non-ergodic Gaussian Ornstein-Uhlenbeck process | STATISTICS & PROBABILITY | Brownian motion | Models | Analysis | Gaussian processes | Least squares | Probability | Mathematics | 통계학
Journal Article
JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, ISSN 1751-8113, 04/2015, Volume 48, Issue 13
The Ornstein-Uhlenbeck process is one of the most popular systems used for financial data description. However, this process has also been examined in the...
Ornstein-Uhlenbeck process | PHYSICS, MULTIDISCIPLINARY | FRACTIONAL BROWNIAN-MOTION | PEARSON DIFFUSIONS | covariance | MODEL | PHYSICS, MATHEMATICAL | fractional Fokker-Planck equation | ANOMALOUS DIFFUSION | RANDOM-WALKS | DYNAMICS | PLANCK-KOLMOGOROV EQUATIONS | FINANCIAL DATA | subordination
Ornstein-Uhlenbeck process | PHYSICS, MULTIDISCIPLINARY | FRACTIONAL BROWNIAN-MOTION | PEARSON DIFFUSIONS | covariance | MODEL | PHYSICS, MATHEMATICAL | fractional Fokker-Planck equation | ANOMALOUS DIFFUSION | RANDOM-WALKS | DYNAMICS | PLANCK-KOLMOGOROV EQUATIONS | FINANCIAL DATA | subordination
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 12/2018, Volume 66, Issue 24, pp. 6474 - 6487
A novel anomaly detection procedure based on the Ornstein-Uhlenbeck (OU) mean-reverting stochastic process is presented. The considered anomaly is a vessel...
Spaceborne radar | long term prediction of vessel motion | Maritime surveillance | real-world data | Transponders | Anomaly detection | radar | maritime anomaly detection | statistical hypothesis test | target tracking | automatic identification system | Trajectory | Ornstein–Uhlenbeck process | Artificial intelligence | Marine vehicles | Ornstein-Uhlenbeck process | maritime surveillance | ALGORITHMS | RADARS | PREDICTION | ENGINEERING, ELECTRICAL & ELECTRONIC | PROBABILITY | SURVEILLANCE | FRAMEWORK | Hypotheses | Stochastic processes | Switches | False alarms | Process parameters
Spaceborne radar | long term prediction of vessel motion | Maritime surveillance | real-world data | Transponders | Anomaly detection | radar | maritime anomaly detection | statistical hypothesis test | target tracking | automatic identification system | Trajectory | Ornstein–Uhlenbeck process | Artificial intelligence | Marine vehicles | Ornstein-Uhlenbeck process | maritime surveillance | ALGORITHMS | RADARS | PREDICTION | ENGINEERING, ELECTRICAL & ELECTRONIC | PROBABILITY | SURVEILLANCE | FRAMEWORK | Hypotheses | Stochastic processes | Switches | False alarms | Process parameters
Journal Article
AMERICAN NATURALIST, ISSN 0003-0147, 08/2017, Volume 190, Issue S1, pp. S13 - S28
Understanding processes that have shaped broad-scale biodiversity patterns is a fundamental goal in evolutionary biology. The development of phylogenetic...
INTERSPECIFIC COMPETITION | ADAPTIVE RADIATIONS | convergence | ORNSTEIN-UHLENBECK MODELS | MORPHOLOGICAL CONVERGENCE | phylogenetic comparative methods | adaptation | CHARACTER STATES | POPULATION-GENETICS | EVOLUTIONARY BIOLOGY | ECOLOGICAL OPPORTUNITY | adaptive radiation | ECOLOGY | STABILIZING SELECTION | evolutionary process | PHYLOGENETIC COMPARATIVE-ANALYSIS | TRAIT EVOLUTION | Biological Evolution | Phylogeny | Biodiversity | Fossils
INTERSPECIFIC COMPETITION | ADAPTIVE RADIATIONS | convergence | ORNSTEIN-UHLENBECK MODELS | MORPHOLOGICAL CONVERGENCE | phylogenetic comparative methods | adaptation | CHARACTER STATES | POPULATION-GENETICS | EVOLUTIONARY BIOLOGY | ECOLOGICAL OPPORTUNITY | adaptive radiation | ECOLOGY | STABILIZING SELECTION | evolutionary process | PHYLOGENETIC COMPARATIVE-ANALYSIS | TRAIT EVOLUTION | Biological Evolution | Phylogeny | Biodiversity | Fossils
Journal Article
Applied Mathematics and Computation, ISSN 0096-3003, 02/2020, Volume 366, p. 124734
The exact pathwise simulation of multidimensional Ornstein–Uhlenbeck processes is considered. We propose two procedures that allow the exact pathwise...
Pathwise simulation | Stochastic differential equations | Ornstein–Uhlenbeck process | Exact simulation | MATHEMATICS, APPLIED | Ornstein-Uhlenbeck process | DRIVEN | MODEL
Pathwise simulation | Stochastic differential equations | Ornstein–Uhlenbeck process | Exact simulation | MATHEMATICS, APPLIED | Ornstein-Uhlenbeck process | DRIVEN | MODEL
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