MRC Biostatistics Unit
PREM: Precision Medicine and Inference for Complex Outcomes
Telephone number: 01223 330370Email Address: robert.goudie@mrc-bsu.cam.ac.uk
Other Research Theme Collaborations: SURPH
I am a group leader (MRC Investigator) working on data integration and analysis of hospital record data.
My recent projects include:
- Analysis of hospital electronic health record data, particularly from eHospital (Epic) at Cambridge University Hospitals [a, b, c, d, e, f, g, h]
- Simplifying Bayesian model building for complex systems using Markov melding [a, b, c, d, e]
- Methods for modularisation of Bayesian models [a, b, c]
- Bayesian methods for weighted data [a, b]
- Parallelisation of the general purpose Bayesian software
MultiBUGS [a]
- University Research Ethics Committee
- MRC Biostatistics Unit Graduate Education Committee
Selected Papers
La Torrea G, Nagraa R, Wijesinghe H, Rajeswaran G, Riya J, Abdulkhaliq S, Barker T, Ganeshan A, Goudie RJB, Hosaam N, Tiwari A, & Juszczak MT (in press)Prevalence of venous thromboembolism in patients undergoing diagnostic venous ultrasound during the first SARS-CoV-2 pandemicVasa :
Liu Y & Goudie RJB (in press)Generalized geographically weighted regression model within a modularized Bayesian framework
Bayesian Analysis : (code)
Liu Y & Goudie RJB (2022)A general framework for cutting feedback within modularized Bayesian inference
arXiv : 2211.03274
Manderson AA & Goudie RJB (in press)Combining chains of Bayesian models with Markov melding
Bayesian Analysis : (code)
Wiegand M*, Halsall DJ*, Cowan SL, Taylor K, Goudie RJB^, Preller J^, Gurnell M^ (2022)Unquantifiably low aldosterone concentrations are prevalent in hospitalised COVID-19 patients but may not be revealed by chemiluminescent immunoassay
Endocrine Connections 11: (11) e220190
Zannidi D, Patel PS, Leventea E, Paciepnik J, Dobson F, Heyes C, Goudie RJB, Oude Griep LM, Preller J & Spillman LN (2022)Factors associated with significant weight loss in hospitalised patients with COVID-19: a retrospective cohort study in a large teaching hospital
Nutrients 14: (19), 4195
Wiegand M, Cowan SL, Waddington CS, Halsall DJ, Keevil VL, Tom BDM, Taylor V, Gkrania-Klotsas E, Preller J & Goudie RJB (2022)Development and validation of a dynamic 48-hour in-hospital mortality risk stratification for COVID-19 in a UK teaching hospital: a retrospective cohort study
BMJ Open 12: e060026 (code)
Carter B, Keevil VL, Anand A, Osuafor CN, Goudie RJB, Preller J, Lowry M, Clunie S, Shenkin SD, McCarthy K, Hewitt J, Quinn TJ (2022)The prognostic and discriminatory utility of the Clinical Frailty Scale and Modified Frailty Index compared to age
Geriatrics 7: (5) 87
Nicholson G, Blangiardo M, Briers M, Diggle PJ, Fjelde TE, Ge H, Goudie RJB, Jersakova R, King RE, Lehmann BCL, Mallon A-M, Padellini T, Teh YW, Holmes C, Richardson, S (2022)Interoperability of statistical models in pandemic preparedness: principles and reality
Statistical Science 37: (2) 183-206. (code)
Jupp PE, Goudie IBJ, Batchelor RA & Goudie RJB (2022)Assessing seismic origin of geological features by fitting equidistant parallel lines
Journal of the Royal Statistical Society: Series C (Applied Statistics) 71: (3) 723-738 (code)
Manderson AA & Goudie RJB (2022)A numerically stable algorithm for integrating Bayesian models using Markov melding
Statistics and Computing 32: 24 (code)
Liu Y & Goudie RJB (2022)Stochastic Approximation Cut Algorithm for inference in modularized Bayesian models
Statistics and Computing 32: 7 (code)
Cowan SL, Wiegand M, Preller J & Goudie RJB (2021)Validation of the 4C Deterioration Model for COVID-19 in a UK teaching hospital during Wave 2
The American Journal of the Medical Sciences 362: (5) 512-515
Osuafor CN, Davidson C, Mackett AJ, Goujon M, Van Der Poel L, Taylor V, Preller J, Goudie RJB & Keevil VL (2021)Clinical features, inpatient trajectories and frailty in older inpatients with COVID-19: a retrospective observational study
Geriatrics 6: (1) 11