Christopher Drovandi

Christopher Drovandi

Queensland University of Technology

H-index: 29

Oceania-Australia

About Christopher Drovandi

Christopher Drovandi, With an exceptional h-index of 29 and a recent h-index of 26 (since 2020), a distinguished researcher at Queensland University of Technology, specializes in the field of Bayesian Computation, Likelihood-free Methods, Bayesian Experimental Design, Applications of Bayesian Statistics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Unlocking ensemble ecosystem modelling for large and complex networks

Improving the accuracy of marginal approximations in likelihood-free inference via localization

Will Bazball finally knock its critics for six?

Reevaluating coexistence and stability in ecosystem networks to address ecological transients: methods and implications

Outlier-robust methods for forecasting realized covariance matrices

Innovative approaches in soil carbon sequestration modelling for better prediction with limited data

The Impact of Loss Estimation on Gibbs Measures

Preconditioned Neural Posterior Estimation for Likelihood-free Inference

Christopher Drovandi Information

University

Position

Professor of Statistics

Citations(all)

3513

Citations(since 2020)

2610

Cited By

2040

hIndex(all)

29

hIndex(since 2020)

26

i10Index(all)

75

i10Index(since 2020)

71

Email

University Profile Page

Queensland University of Technology

Google Scholar

View Google Scholar Profile

Christopher Drovandi Skills & Research Interests

Bayesian Computation

Likelihood-free Methods

Bayesian Experimental Design

Applications of Bayesian Statistics

Top articles of Christopher Drovandi

Title

Journal

Author(s)

Publication Date

Unlocking ensemble ecosystem modelling for large and complex networks

PLOS Computational Biology

Sarah A Vollert

Christopher Drovandi

Matthew P Adams

2024/3/14

Improving the accuracy of marginal approximations in likelihood-free inference via localization

Journal of Computational and Graphical Statistics

Christopher Drovandi

David J Nott

David T Frazier

2024/1/2

Will Bazball finally knock its critics for six?

Significance

Tim Newans

Christopher Drovandi

2024/3

Reevaluating coexistence and stability in ecosystem networks to address ecological transients: methods and implications

arXiv preprint arXiv:2405.00333

Sarah A Vollert

Christopher Drovandi

Matthew P Adams

2024/5/1

Outlier-robust methods for forecasting realized covariance matrices

International Journal of Forecasting

Dan Li

Christopher Drovandi

Adam Clements

2024/1/1

Innovative approaches in soil carbon sequestration modelling for better prediction with limited data

Scientific Reports

Mohammad Javad Davoudabadi

Daniel Pagendam

Christopher Drovandi

Jeff Baldock

Gentry White

2024/2/8

The Impact of Loss Estimation on Gibbs Measures

arXiv preprint arXiv:2404.15649

David T Frazier

Jeremias Knoblauch

Christopher Drovandi

2024/4/24

Preconditioned Neural Posterior Estimation for Likelihood-free Inference

arXiv preprint arXiv:2404.13557

Xiaoyu Wang

Ryan P Kelly

David J Warne

Christopher Drovandi

2024/4/21

Generalised likelihood profiles for models with intractable likelihoods

Statistics and Computing

David J Warne

Oliver J Maclaren

Elliot J Carr

Matthew J Simpson

Christopher Drovandi

2024/2

Difference in Stiffness between Biceps Brachii Muscle Bellies Using Shear Wave Elastography

Applied Sciences

Jacqueline Roots

Gabriel S Trajano

Adam Bretherton

Christopher Drovandi

Davide Fontanarosa

2024/4/19

LooplessFluxSampler: an efficient toolbox for sampling the loopless flux solution space of metabolic models

BMC bioinformatics

Pedro A Saa

Sebastian Zapararte

Christopher C Drovandi

Lars K Nielsen

2024/1/2

Adaptive experimental design produces superior and more efficient estimates of predator functional response

PloS one

Nikos E Papanikolaou

Hayden Moffat

Argyro Fantinou

Dionysios P Perdikis

Michael Bode

...

2023/7/20

Estimating mosquito abundance and population suppression in an incompatible insect technique study

Journal of Applied Ecology

Lachlan Griffin

Daniel Pagendam

Christopher Drovandi

Brendan Trewin

Nigel W Beebe

2023/9

Bayesian Synthetic Likelihood

Journal of Computational and Graphical Statistics

Leah F Price

Christopher C Drovandi

Anthony Lee

David J Nott

2018

Variability of Biceps Muscle Stiffness Measured Using Shear Wave Elastography at Different Anatomical Locations with Different Ultrasound Machines

Ultrasound in Medicine & Biology

Jacqueline Roots

Gabriel S Trajano

Christopher Drovandi

Davide Fontanarosa

2023/1/1

Transformations in semi-parametric Bayesian synthetic likelihood

Computational Statistics & Data Analysis

Jacob W Priddle

Christopher Drovandi

2023/6/12

Predictions of machine learning with mixed-effects in analyzing longitudinal data under model misspecification

Statistical Methods & Applications

Shuwen Hu

You-Gan Wang

Christopher Drovandi

Taoyun Cao

2023/6

Assimilating modelled dissolved inorganic nitrogen loads to monitored data using component-wise iterative ensemble Kalman inversion

F. R. Bennett

I. Botha

M. P. Adams

C. Drovandi

2023/7

Strategic model reduction by analysing model sloppiness: A case study in coral calcification

Environmental Modelling & Software

Sarah A. Vollert

Christopher Drovandi

Gloria M. Monsalve-Bravo

Matthew P. Adams

2023/1

A Bayesian approach for more reliable tail risk forecasts

Journal of Financial Stability

Dan Li

Adam Clements

Christopher Drovandi

2023/2/1

See List of Professors in Christopher Drovandi University(Queensland University of Technology)

Co-Authors

H-index: 78
Kerrie Mengersen

Kerrie Mengersen

Queensland University of Technology

H-index: 71
kevin burrage

kevin burrage

Queensland University of Technology

H-index: 54
Blanca Rodriguez

Blanca Rodriguez

University of Oxford

H-index: 48
Matthew J Simpson

Matthew J Simpson

Queensland University of Technology

H-index: 48
Anthony Pettitt

Anthony Pettitt

Queensland University of Technology

H-index: 35
David Nott

David Nott

National University of Singapore

academic-engine