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Hypoelliptic diffusions: filtering and inference from complete and partial observations

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2019-04, Vol.81 (2), p.361-384

2019

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A review on estimation of stochastic differential equations for pharmacokinetic/pharmacodynamic models

Advanced drug delivery reviews, 2013-06, Vol.65 (7), p.929-939

2013

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HYPOELLIPTIC STOCHASTIC FITZHUGH–NAGUMO NEURONAL MODEL: MIXING, UP-CROSSING AND ESTIMATION OF THE SPIKE RATE

The Annals of applied probability, 2018-08, Vol.28 (4), p.2243-2274

2018

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Narwhals react to ship noise and airgun pulses embedded in background noise

Biology letters (2005), 2021-11, Vol.17 (11), p.20210220

2021

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Behavioral Response Study on Seismic Airgun and Vessel Exposures in Narwhals

Frontiers in Marine Science, 2021-06, Vol.8

2021

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A contrast estimator for completely or partially observed hypoelliptic diffusion

Stochastic processes and their applications, 2012-07, Vol.122 (7), p.2521-2552

2012

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ESTIMATION IN THE PARTIALLY OBSERVED STOCHASTIC MORRIS–LECAR NEURONAL MODEL WITH PARTICLE FILTER AND STOCHASTIC APPROXIMATION METHODS

The annals of applied statistics, 2014-06, Vol.8 (2), p.674-702

2014

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Extension of the SAEM algorithm to left-censored data in nonlinear mixed-effects model: Application to HIV dynamics model

Computational statistics & data analysis, 2006-12, Vol.51 (3), p.1562-1574

2006

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Bayesian Analysis of Growth Curves Using Mixed Models Defined by Stochastic Differential Equations

Biometrics, 2010-09, Vol.66 (3), p.733-741

2010

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Dataset of numerically-generated interfaces of Newtonian jets in CIJ regime

Data in brief, 2022-06, Vol.42, p.108215-108215, Article 108215

2022

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Routine OGTT: a robust model including incretin effect for precise identification of insulin sensitivity and secretion in a single individual

PloS one, 2013-08, Vol.8 (8), p.e70875-e70875

2013

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Stuck in a corner: Anthropogenic noise threatens narwhals in their once pristine Arctic habitat

Science advances, 2023-07, Vol.9 (30), p.eade0440-eade0440

2023

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Optimal control for parameter estimation in partially observed hypoelliptic stochastic differential equations

Computational statistics, 2022-11, Vol.37 (5), p.2471-2491

2022

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Parameter Estimation in Nonlinear Multivariate Stochastic Differential Equations Based on Splitting Schemes. A preprint

The Annals of statistics, 2024

2024

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A SAEM algorithm for the estimation of template and deformation parameters in medical image sequences

Statistics and computing, 2009-12, Vol.19 (4), p.465-478

2009

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Parametric inference for mixed models defined by stochastic differential equations

Probability and statistics, 2008-01, Vol.12, p.196-218

2008

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Coupling stochastic EM and approximate Bayesian computation for parameter inference in state-space models

Computational statistics, 2018-03, Vol.33 (1), p.179-212

2018

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A splitting method for SDEs with locally Lipschitz drift: Illustration on the FitzHugh-Nagumo model

Applied numerical mathematics, 2022-09, Vol.179, p.191-220

2022

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Multiple treatment comparisons in a series of anti-malarial trials with an ordinal primary outcome and repeated treatment evaluations

Malaria journal, 2012-05, Vol.11 (1), p.147-147, Article 147

2012

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Parameter estimation and treatment optimization in a stochastic model for immunotherapy of cancer

Journal of theoretical biology, 2020-10, Vol.502, p.110359-110359, Article 110359

2020

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A Comparative Study of the Precision of Carstens and Northern Digital Instruments Electromagnetic Articulographs

Journal of speech, language, and hearing research, 2017-02, Vol.60 (2), p.322-340

2017

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Stochastic proximal-gradient algorithms for penalized mixed models

Statistics and computing, 2019-03, Vol.29 (2), p.231-253

2019

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Mixtures of stochastic differential equations with random effects: Application to data clustering

Journal of statistical planning and inference, 2016-06, Vol.173, p.109-124

2016

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Adaptive estimation for stochastic damping Hamiltonian systems under partial observation

Stochastic processes and their applications, 2017-11, Vol.127 (11), p.3689-3718

2017

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Continuous positive airway pressure adherence trajectories in sleep apnea : Clustering with summed discrete Fréchet and dynamic time warping dissimilarities

Statistics in medicine, 2021, Vol.40, p.5373-5396

2021

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Hypoelliptic diffusions: filtering and inference from complete and partial observations

A review on estimation of stochastic differential equations for pharmacokinetic/pharmacodynamic models

HYPOELLIPTIC STOCHASTIC FITZHUGH–NAGUMO NEURONAL MODEL: MIXING, UP-CROSSING AND ESTIMATION OF THE SPIKE RATE

Narwhals react to ship noise and airgun pulses embedded in background noise

Behavioral Response Study on Seismic Airgun and Vessel Exposures in Narwhals

A contrast estimator for completely or partially observed hypoelliptic diffusion

ESTIMATION IN THE PARTIALLY OBSERVED STOCHASTIC MORRIS–LECAR NEURONAL MODEL WITH PARTICLE FILTER AND STOCHASTIC APPROXIMATION METHODS

Extension of the SAEM algorithm to left-censored data in nonlinear mixed-effects model: Application to HIV dynamics model

Bayesian Analysis of Growth Curves Using Mixed Models Defined by Stochastic Differential Equations

Dataset of numerically-generated interfaces of Newtonian jets in CIJ regime

Routine OGTT: a robust model including incretin effect for precise identification of insulin sensitivity and secretion in a single individual

Stuck in a corner: Anthropogenic noise threatens narwhals in their once pristine Arctic habitat

Optimal control for parameter estimation in partially observed hypoelliptic stochastic differential equations

Parameter Estimation in Nonlinear Multivariate Stochastic Differential Equations Based on Splitting Schemes. A preprint

A SAEM algorithm for the estimation of template and deformation parameters in medical image sequences

Parametric inference for mixed models defined by stochastic differential equations

Coupling stochastic EM and approximate Bayesian computation for parameter inference in state-space models

A splitting method for SDEs with locally Lipschitz drift: Illustration on the FitzHugh-Nagumo model

Multiple treatment comparisons in a series of anti-malarial trials with an ordinal primary outcome and repeated treatment evaluations

Parameter estimation and treatment optimization in a stochastic model for immunotherapy of cancer

A Comparative Study of the Precision of Carstens and Northern Digital Instruments Electromagnetic Articulographs

Stochastic proximal-gradient algorithms for penalized mixed models

Mixtures of stochastic differential equations with random effects: Application to data clustering

Adaptive estimation for stochastic damping Hamiltonian systems under partial observation

Continuous positive airway pressure adherence trajectories in sleep apnea : Clustering with summed discrete Fréchet and dynamic time warping dissimilarities

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