Umberto Picchini

Cited by

	All	Since 2018
Citations	1170	472
h-index	17	12
i10-index	20	18

100

20052006200720082009201020112012201320142015201620172018201920202021202220235 22 42 57 39 64 76 38 74 57 60 79 63 69 62 77 93 77 94

Public access

View all

9 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Andrea De GaetanoDirector CNR-IRIB; Distinguished Professor Óbuda UniversityVerified email at biomatematica.it
Susanne DitlevsenProfessor of Statistics and Stochastic Models in Biology, University of CopenhagenVerified email at math.ku.dk
Andrea MorelliSapienza University of RomeVerified email at uniroma1.it
Julie FormanLektor i biostatistik, Københavns UniversitetVerified email at sund.ku.dk
Jes FrellsenAssociate Professor, Technical University of Denmark (DTU)Verified email at dtu.dk
Andrew GolightlyDurham University, UKVerified email at durham.ac.uk
Pasquale PalumboAssociate Professor of Automatic Control, University of Milano-Bicocca, Department of Biotechnology and Biosciences (BtBs)Verified email at unimib.it
Geltrude MingroneCatholic University, Rome, ItalyVerified email at unicatt.it
Simona PanunziCNR IASI Istituto di Analisi dei Sistemi ed Informatica "A Ruberti"Verified email at biomatematica.it
Pierre-Alexandre MatteiResearch scientist, InriaVerified email at inria.fr
Jukka CoranderUiO, Wellcome Sanger Institute, University of HelsinkiVerified email at medisin.uio.no
Adeline SamsonUniversité Grenoble Alpes, LJK, Grenoble Alpes Data InstituteVerified email at imag.fr
Marija CvijovicDepartment of Mathematical Sciences, University of GothenburgVerified email at chalmers.se
Niek WelkenhuysenResearcher at the university of GothenburgVerified email at chalmers.se
Sviatlana ShashkovaUniversity of GothenburgVerified email at gu.se
Gregor W. SchmidtETH ZurichVerified email at bsse.ethz.ch
Rachele AndersonMathematical Statistics, Lund UniversityVerified email at matstat.lu.se
Wouter BoomsmaProfessor, Department of Computer Science, University of CopenhagenVerified email at di.ku.dk
Kresten Lindorff-LarsenLinderstrøm-Lang Centre for Protein Science, Department of Biology, University of CopenhagenVerified email at bio.ku.dk
Richard G. EverittUniversity of WarwickVerified email at warwick.ac.uk

Umberto Picchini

Dept. Mathematical Sciences, University of Gothenburg and Chalmers University of Technology

Verified email at chalmers.se - Homepage

inference for stochastic models Monte Carlo methods stochastic differential equations Bayesian methods


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Effects of levosimendan on right ventricular afterload in patients with acute respiratory distress syndrome: A pilot study* A Morelli, JL Teboul, SM Maggiore, A Vieillard-Baron, M Rocco, G Conti, ... Critical care medicine 34 (9), 2287-2293, 2006	291	2006
Prophylactic fenoldopam for renal protection in sepsis: A randomized, double-blind, placebo-controlled pilot trial* A Morelli, Z Ricci, R Bellomo, C Ronco, M Rocco, G Conti, A De Gaetano, ... Critical care medicine 33 (11), 2451-2456, 2005	132	2005
Stochastic Differential Mixed‐Effects Models U Picchini, A De Gaetano, S Ditlevsen Scandinavian Journal of Statistics 37 (1), 67-90, 2010	80	2010
Terlipressin versus Norepinephrine To Counteract Anesthesia-induced Hypotension in Patients Treated with Renin-Angiotensin System Inhibitors: Effects of Systemic and Regional … A Morelli, L Tritapepe, M Rocco, G Conti, A Orecchioni, A De Gaetano, ... Anesthesiology 102 (1), 12-19, 2005	77	2005
Inference for SDE models via approximate Bayesian computation U Picchini Journal of Computational and Graphical Statistics 23 (4), 1080-1100, 2014	71	2014
Practical estimation of high dimensional stochastic differential mixed-effects models U Picchini, S Ditlevsen Computational Statistics & Data Analysis 55 (3), 1426-1444, 2011	67	2011
SDE Toolbox: Simulation and estimation of stochastic differential equations with MATLAB. U Picchini http://sdetoolbox.sourceforge.net/, 2007	62	2007
Modeling the euglycemic hyperinsulinemic clamp by stochastic differential equations U Picchini, S Ditlevsen, A De Gaetano Journal of mathematical biology 53 (5), 771-796, 2006	55	2006
A general approach to the apparent permeability index P Palumbo, U Picchini, B Beck, J van Gelder, N Delbar, A De Gaetano Journal of Pharmacokinetics and Pharmacodynamics 35 (2), 235-248, 2008	44	2008
A mathematical model of the euglycemic hyperinsulinemic clamp U Picchini, A De Gaetano, S Panunzi, S Ditlevsen, G Mingrone Theoretical Biology and Medical Modelling 2 (1), 2005	38	2005
Partially Exchangeable Networks and architectures for learning summary statistics in Approximate Bayesian Computation S Wiqvist, PA Mattei, U Picchini, J Frellsen Proceedings of the 36th International Conference on Machine Learning 97 …, 2019	34	2019
Parameters of the diffusion leaky integrate-and-fire neuronal model for a slowly fluctuating signal U Picchini, S Ditlevsen, A De Gaetano, P Lansky Neural Computation 20 (11), 2696-2714, 2008	32	2008
Maximum likelihood estimation of a time-inhomogeneous stochastic differential model of glucose dynamics U Picchini, S Ditlevsen, A De Gaetano Mathematical Medicine and Biology 25 (2), 141-155, 2008	32	2008
Bayesian inference for stochastic differential equation mixed effects models of a tumour xenography study U Picchini, JL Forman Journal of the Royal Statistical Society: Series C 68 (4), 887-913, 2019	20	2019
Coupling stochastic EM and Approximate Bayesian Computation for parameter inference in state-space models U Picchini, A Samson Computational Statistics 33 (1), 179-212, 2018	19	2018
Efficient inference for stochastic differential equation mixed-effects models using correlated particle pseudo-marginal algorithms S Wiqvist, A Golightly, AT McLean, U Picchini Computational Statistics & Data Analysis 157, 107151, 2021	17*	2021
Sequential neural posterior and likelihood approximation S Wiqvist, J Frellsen, U Picchini https://arxiv.org/abs/2102.06522, 2021	17	2021
Accelerating inference for diffusions observed with measurement error and large sample sizes using Approximate Bayesian Computation U Picchini, JL Forman Journal of Statistical Computation and Simulation 86 (1), 195-213, 2016	16	2016
Approximate maximum likelihood estimation using data-cloning ABC U Picchini, R Anderson Computational Statistics & Data Analysis 105, 166-183, 2017	14	2017
Sequentially guided MCMC proposals for synthetic likelihoods and correlated synthetic likelihoods U Picchini, U Simola, J Corander Bayesian Analysis, 2022	12*	2022

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors