Search Results - "Robert J. B. Goudie"

Journal Article

Happiness as a Driver of Risk-avoiding Behaviour: Theory and an Empirical Study of Seatbelt Wearing and Automobile Accidents

by Robert J. B. Goudie Sach Mukherjee Jan-Emmanuel de Neve Andrew J. Oswald Stephen Wu Published in Economica (London) (01.10.2014)

“...Governments try to discourage risky health behaviours, yet such behaviours are bewilderingly persistent. We suggest a new conceptual approach to this puzzle...”

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Journal Article

Rapid model exploration for complex hierarchical data: application to pharmacokinetics of insulin aspart

by Goudie, Robert J. B Hovorka, Roman Murphy, Helen R Lunn, David Published in Statistics in medicine (15.10.2015)

“...We consider situations, which are common in medical statistics, where we have a number of sets of response data, from different individuals, say, potentially...”

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Journal Article

Evaluation of the E-PRE-DELIRIC prediction model for ICU delirium: a retrospective validation in a UK general ICU

by Cowan, Sarah L Preller, Jacobus Goudie, Robert J B Published in Critical care (London, England) (30.03.2020)

“...The receiver operator characteristic (ROC) curve (Fig. 1b) and the precision-recall (PR) curve (Fig. 1c), showing precision (positive predictive value (PPV))...”

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Journal Article

A Gibbs Sampler for Learning DAGs

by Goudie, Robert J B Mukherjee, Sach Published in Journal of machine learning research (01.04.2016)

“...We propose a Gibbs sampler for structure learning in directed acyclic graph (DAG) models. The standard Markov chain Monte Carlo algorithms used for learning...”

Journal Article

Pharmacokinetics of insulin aspart in pregnant women with type 1 diabetes: every day is different

by Goudie, Robert J B Lunn, David Hovorka, Roman Murphy, Helen R Published in Diabetes care (01.06.2014)

Journal Article

Joining and Splitting Models with Markov Melding

by Goudie, Robert J. B Presanis, Anne M Lunn, David De Angelis, Daniela Wernisch, Lorenz Published in Bayesian analysis (01.03.2019)

“...Analysing multiple evidence sources is often feasible only via a modular approach, with separate submodels specified for smaller components of the available...”

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Journal Article

Correction: Modelling the Dynamics of an Experimental Host-Pathogen Microcosm within a Hierarchical Bayesian Framework

by Lunn, David Goudie, Robert J. B Wei, Chen Kaltz, Oliver Restif, Olivier
edited by Yates, Andrew J
Published in PloS one (30.09.2013)

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Journal Article

Clinical Features, Inpatient Trajectories and Frailty in Older Inpatients with COVID-19: A Retrospective Observational Study

by Osuafor, Christopher N Davidson, Catriona Mackett, Alistair J Goujon, Marie Van Der Poel, Lelane Taylor, Vince Preller, Jacobus Goudie, Robert J B Keevil, Victoria L Published in Geriatrics (Basel) (01.02.2021)

“...We describe the clinical features and inpatient trajectories of older adults hospitalized with COVID-19 and explore relationships with frailty. This...”

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Journal Article

MultiBUGS: A Parallel Implementation of the BUGS Modelling Framework for Faster Bayesian Inference

by Goudie, Robert J. B Turner, Rebecca M De Angelis, Daniela Thomas, Andrew Published in Journal of statistical software (07.10.2020)

“...Journal of Statistical Software, 95(7), 2020 MultiBUGS (https://www.multibugs.org) is a new version of the general-purpose Bayesian modelling software BUGS...”

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Journal Article

Modelling the Dynamics of an Experimental Host-Pathogen Microcosm within a Hierarchical Bayesian Framework

by Lunn, David Goudie, Robert J. B Wei, Chen Kaltz, Oliver Restif, Olivier
edited by Yates, Andrew J
Published in PloS one (02.08.2013)

“...The advantages of Bayesian statistical approaches, such as flexibility and the ability to acknowledge uncertainty in all parameters, have made them the...”

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Journal Article

Joining and splitting models with Markov melding

by Goudie, Robert J B Presanis, Anne M Lunn, David De Angelis, Daniela Wernisch, Lorenz Published in Bayesian analysis (01.01.2019)

“...Analysing multiple evidence sources is often feasible only via a modular approach, with separate submodels specified for smaller components of the available...”

Journal Article

Evaluation of the E-PRE-DELIRIC prediction model for ICU delirium: a retrospective validation in a UK general ICU

by Cowan, Sarah L Preller, Jacobus Goudie, Robert J. B Published in Critical Care (01.03.2020)

Journal Article

Stochastic Approximation Cut Algorithm for Inference in Modularized Bayesian Models

by Liu, Yang Goudie, Robert J. B
02.06.2020

“...Bayesian modelling enables us to accommodate complex forms of data and make a comprehensive inference, but the effect of partial misspecification of the model...”

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Journal Article

A numerically stable algorithm for integrating Bayesian models using Markov melding

by Manderson, Andrew A Goudie, Robert J. B
22.01.2020

“...When statistical analyses consider multiple data sources, Markov melding provides a method for combining the source-specific Bayesian models. Models often...”

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Dissertation

Bayesian structural inference with applications in social science

by Goudie, Robert J. B
2011

“...Structural inference for Bayesian networks is useful in situations where the underlying relationship between the variables under study is not well understood...”

Journal Article

A Bayesian framework for case-cohort Cox regression: application to dietary epidemiology

by Yiu, Andrew Goudie, Robert J. B Sharp, Stephen J Newcombe, Paul J Tom, Brian D. M
25.07.2020

“...The case-cohort study design bypasses resource constraints by collecting certain expensive covariates for only a small subset of the full cohort. Weighted Cox...”

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Publication

A numerically stable algorithm for integrating Bayesian models using Markov melding

by Manderson, Andrew A Goudie, Robert J. B
22.01.2020

“...When statistical analyses consider multiple data sources, Markov melding provides a method for combining the source-specific Bayesian models. Models often...”

Journal Article

Clinical Features, Inpatient Trajectories and Frailty in Older Inpatients with COVID-19: A Retrospective Observational Study

by Osuafor, Christopher N Davidson, Catriona Mackett, Alistair J Goujon, Marie Van Der Poel, Lelane Taylor, Vince Preller, Jacobus Goudie, Robert J. B Keevil, Victoria L
01.02.2021

“...Introduction: We describe the clinical features and inpatient trajectories of older adults hospitalized with COVID-19 and explore relationships with frailty...”

Journal Article

Modelling the dynamics of an experimental host-pathogen microcosm within a hierarchical Bayesian framework

by Lunn, David Goudie, Robert J B Wei, Chen Kaltz, Oliver Restif, Olivier Published in PloS one (2013-00-00)

“...The advantages of Bayesian statistical approaches, such as flexibility and the ability to acknowledge uncertainty in all parameters, have made them the...”

Web Resource

Evaluation of the E-PRE-DELIRIC prediction model for ICU delirium: a retrospective validation in a UK general ICU

by Cowan, Sarah L Preller, Jacobus Goudie, Robert J B
30.03.2020

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