Gavin Shaddick

Prof

20022020
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Research Output 2002 2019

2002

Bayesian statistics in engine mapping

Ward, M. C., Brace, C. J., Vaughan, N. D., Shaddick, G., Ceen, R., Hale, T. & Kennedy, G., Sep 2002, International Conference on Statistics and Analytical Methods in Automotive Engineering. IMechE Conference Transactions, p. 3-15 13 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

78 Citations (Scopus)

Modelling daily multivariate pollutant data at multiple sites

Shaddick, G. & Wakefield, J., 2002, In : Journal of the Royal Statistical Society Series C-Applied Statistics. 51, p. 351-372 22 p.

Research output: Contribution to journalArticle

Modelling the association between mortality and long term exposure to air pollution

Shaddick, G., Wakefield, J., Briggs, D. & Elliott, P., 2002, In : Epidemiology. 13, 4, p. S119-S119

Research output: Contribution to journalArticle

Modelling the effect of cold winter temperatures on mortality

Shaddick, G., Wakefield, J. & Elliott, P., 2002, In : Epidemiology. 13, 4, p. S220-S220

Research output: Contribution to journalArticle

Using hierarchical modelling for health impact assessment of environmetal analysis

Martuzzi, M., Mitis, F. & Shaddick, G., 2002, In : Epidemiology. 13, 4, p. S130-S130

Research output: Contribution to journalArticle

2003

A computational model for estimating personal exposure to air pollutants for use in studies examining the relationship between air pollution and health

Shaddick, G., Zidek, J., Meloche, J., Chatfield, C. & White, R. F., 2003, In : Epidemiology. 14, 5, p. S98-S98

Research output: Contribution to journalArticle

Constructing a high resolution air pollution map of Europe for epidemiological applications: The apmosphere project

Briggs, D., Aahiem, A., Hoek, G., Petrakis, M., Shaddick, G. & Dore, C., 2003, In : Epidemiology. 14, 5, p. S36-S36

Research output: Contribution to journalArticle

Hierarchical time series models for examining the relationship between air pollution and health using modelled exposures

Shaddick, G. & Wakefield, J., 2003, In : Epidemiology. 14, 5, p. S97-S98

Research output: Contribution to journalArticle

2005

GIS and Remote Sensing Techniques in Emission Mapping for Health Management in Europe

Petrakis, M., Kopania, T., Psiloglou, B., Briggs, D., Hoek, G., Aaheim, A., Shaddick, G., Sifakis, N. & Retalis, A., 2005, In : IASME Transactions. 2, p. 383 1 p.

Research output: Contribution to journalArticle

Modelling high resolution variations in air pollution at the continental scale: A comparison of GIS-based methods

Briggs, D. J., Beelen, R., Hoek, G., de Hoogh, C., Pebesma, E., Shaddick, G. & Vienneau, D., 2005, In : Epidemiology. 16, 5, p. S84-S84

Research output: Contribution to journalArticle

Results of using a probabilistic model to estimate personal exposure to air pollution on a study of the short term effect of PM10 on mortality

Shaddick, G., Zidek, J., White, R., Meloche, J. & Chatfield, C., 2005, In : Epidemiology. 16, 5, p. S90-S90

Research output: Contribution to journalArticle

20 Citations (Scopus)

Using a probabilistic model (pCNEM) to estimate personal exposure to air pollution

Zidek, J. V., Shaddick, G., White, R., Meloche, J. & Chatfield, C., Aug 2005, In : Environmetrics. 16, 5, p. 481-493 13 p.

Research output: Contribution to journalArticle

Using Bayesian hierarchical modelling to produce high resolution maps of air pollution in the EU

Shaddick, G., Kounali, D., Briggs, D. J., Beelen, R., Hoek, G., de Hoogh, C., Pebesma, E. & Vienneau, D., 2005, In : Epidemiology. 16, 5, p. S89-S89

Research output: Contribution to journalArticle

2006

Adult cancers near overhead power lines: Study design

Toledano, M., Briggs, D., de Hoogh, C., Shaddick, G. & Elliott, P., 2006, In : Epidemiology. 17, 6, p. S156-S156

Research output: Contribution to journalArticle

57 Citations (Scopus)

Health-exposure modeling and the ecological fallacy

Wakefield, J. & Shaddick, G., 2006, In : Biostatistics. 7, 3, p. 438-455 18 p.

Research output: Contribution to journalArticle

Seasonal variations in all-cause and cardiovascular mortality and the role of temperature

Toledano, M. B., Elliott, P. & Shaddick, G., 2006, EPRINTS-BOOK-TITLE. Marmot, M. & Elliott, P. (eds.). p. 495--527 33 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Spatial characterisation of wind resource using a Bayesian approach

Miranda, M. S., Shaddick, G. & Dunn, R. W., 2006, European Wind Energy Conference and Exhibition 2006, EWEC 2006. Vol. 3. p. 2221-2227 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

wind power
Markov chain
resource
weather station
power generation

Using a probabilistic model (pCNEM) to estimate personal exposure to air pollution in a study of the short-term effect of PM10 on mortality

Shaddick, G., Zidek, J., Lee, D., White, R., Meloche, J. & Chatfield, C., 2006, In : Epidemiology. 17, 6, p. S158-S158

Research output: Contribution to journalArticle

Using Bayesian Hierarchical modelling to produce high resolution maps of air pollution in the EU

Shaddick, G., Kounali, D., Briggs, D., Beelan, R., Hoek, G., Hoogh, C. D. E., Pebesma, E. & Vienneau, D., 2006, In : Epidemiology. 17, 6, p. S243-S244

Research output: Contribution to journalArticle

2007
24 Citations (Scopus)

Adult cancers near overhead powerlines

Toledano, M., Elliott, P., Briggs, D., Best, N., de Hoogh, C. & Shaddick, G., 2007, In : Epidemiology. 18, 5, p. S130-S130

Research output: Contribution to journalArticle

9 Citations (Scopus)

A framework for predicting personal exposures to environmental hazards

Zidek, J. V., Shaddick, G., Meloche, J., Chatfield, C. & White, R., 1 Dec 2007, In : Environmental and Ecological Statistics. 14, 4, p. 411-431 21 p.

Research output: Contribution to journalArticle

79 Citations (Scopus)

Long-term associations of outdoor air pollution with mortality in Great Britain

Elliott, P., Shaddick, G., Wakefield, J. C., de Hoogh, C. & Briggs, D. J., 2007, In : Thorax. 62, 12, p. 1088-1094 7 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Modelling correlated count data with covariates

Shaddick, G., Choo, L. L. & Walker, S. G., 2007, In : Journal of Statistical Computation and Simulation. 77 Nov-Dec, 11-12, p. 945-954 10 p.

Research output: Contribution to journalArticle

14 Citations (Scopus)

Time-varying coefficient models for the analysis of air pollution and health outcome data

Lee, D. & Shaddick, G., Dec 2007, In : Biometrics. 63, 4, p. 1253-1261 9 p.

Research output: Contribution to journalArticle

Time-varying Coefficients
Varying Coefficient Model
Air Pollution
air pollution
Air pollution
2008
22 Citations (Scopus)
80 Downloads (Pure)

Estimating exposure response functions using ambient pollution concentrations

Shaddick, G., Lee, D., Zidek, J. V. & Salway, R., Dec 2008, In : Annals of Applied Statistics. 2, 4, p. 1249-1270 22 p.

Research output: Contribution to journalArticle

Open Access
File
Response Function
Pollution
Health
Air pollution
Markov processes
9 Citations (Scopus)

Modelling the effects of air pollution on health using Bayesian dynamic generalised linear models

Lee, D. & Shaddick, G., Dec 2008, In : Environmetrics. 19, 8, p. 785-804 20 p.

Research output: Contribution to journalArticle

Dynamic Linear Models
Air Pollution
Generalized Linear Model
Health
atmospheric pollution
2010
3 Citations (Scopus)

Bayesian latent variable modelling in studies of air pollution and health

Salway, R., Lee, D., Shaddick, G. & Walker, S., 20 Nov 2010, In : Statistics in medicine. 29, 26, p. 2732-2742 11 p.

Research output: Contribution to journalArticle

Air Pollution
Latent Variables
Health
Autocorrelation
Modeling
30 Citations (Scopus)

Spatial modeling of air pollution in studies of its short-term health effects

Lee, D. & Shaddick, G., Dec 2010, In : Biometrics. 66, 4, p. 1238-1246 9 p.

Research output: Contribution to journalArticle

Spatial Modeling
Air Pollution
air pollution
Air pollution
Pollution
2011

Uncertainty analysis within the EU HEIMTSA (Health and Environment Integrated Methodology and Toolbox for Scenario Assessment) project

Sabel, C., Shaddick, G., Blangiardo, M., Salway, R., Zenie, A., Denby, B. & Gerharz, L., 2011, In : Epidemiology. 22, 1, p. S176-S177

Research output: Contribution to journalArticle

2012
4 Citations (Scopus)
96 Downloads (Pure)

Joint count reliability in psoriatic arthritis observational trials: an unreported problem

Tillett, W., Shaddick, G., Korendowych, E., De Vries, C. S. & McHugh, N., 2012, In : Rheumatology. 51, 7, p. 1333-1334

Research output: Contribution to journalArticle

File
35 Citations (Scopus)
111 Downloads (Pure)

Modeling non-stationary processes through dimension expansion

Bornn, L., Shaddick, G. & Zidek, J. V., Mar 2012, In : Journal of the American Statistical Association. 107, 497, p. 281-289 9 p.

Research output: Contribution to journalArticle

Open Access
File
Nonstationary Processes
Modeling
Latent Variable Models
Lasso
Air Pollution

Oxford Handbook of Epidemiology for Clinicians

Ward, H., Toledano, M. B., Shaddick, G., Davies, B. & Elliott, P., May 2012, Oxford, U. K.: Oxford University Press. 416 p. (Oxford Medical Handbooks)

Research output: Book/ReportBook

Epidemiology
Textbooks
Evidence-Based Practice
Medical Students
Students
38 Citations (Scopus)

Parameterization models for pesticide exposure via crop consumption

Fantke, P., Friedrich, R., Wieland, P., Juraske, R., Shaddick, G., Itoiz, E. S. & Jolliet, O., 4 Dec 2012, In : Environmental Science & Technology. 46, 23, p. 12864-12872 9 p.

Research output: Contribution to journalArticle

Parameterization
Pesticides
Crops
parameterization
pesticide
2013
3 Citations (Scopus)

A Bayesian hierarchical model for assessing the impact of human activity on nitrogen dioxide concentrations in Europe

Shaddick, G., Yan, H. & Vienneau, D., Dec 2013, In : Environmental and Ecological Statistics. 20, 4, p. 553-570 18 p.

Research output: Contribution to journalArticle

Bayesian Hierarchical Model
nitrogen dioxide
Nitrogen
human activity
Pollution
34 Citations (Scopus)

Adult cancers near high-voltage overhead power lines

Elliott, P., Shaddick, G., Douglass, M., De Hoogh, K., Briggs, D. J. & Toledano, M. B., Mar 2013, In : Epidemiology. 24, 2, p. 184-190 7 p.

Research output: Contribution to journalArticle

Magnetic Fields
Neoplasms
Breast Neoplasms
Melanoma
Leukemia
4 Citations (Scopus)
106 Downloads (Pure)

Ecological bias in studies of the short–term effects of air pollution on health.

Shaddick, G., Lee, D. & Wakefield, J., Jun 2013, In : International Journal of Applied Earth Observation and Geoinformation. 22, p. 65-74 10 p.

Research output: Contribution to journalArticle

File
Air pollution
atmospheric pollution
Health
particulate matter
simulation
36 Citations (Scopus)
111 Downloads (Pure)

Epidemiology of time-loss injuries in English community-level rugby union

Roberts, S. P., Trewartha, G., England, M., Shaddick, G. & Stokes, K. A., 15 Nov 2013, In : BMJ Open. 3, 11, e003998.

Research output: Contribution to journalArticle

Open Access
File
Football
Epidemiology
Wounds and Injuries
Incidence
Outcome Assessment (Health Care)
7 Citations (Scopus)

Large-scale Bayesian spatial modelling of air pollution for policy support

Shaddick, G., Yan, H., Salway, R., Vienneau, D., Kounali, D. & Briggs, D., 1 Apr 2013, In : Journal of Applied Statistics. 40, 4, p. 777-794 18 p.

Research output: Contribution to journalArticle

Spatial Modeling
Bayesian Modeling
Air Pollution
Predict
Land Use
25 Citations (Scopus)

Mortality in systemic sclerosis-a single centre study from the UK

Strickland, G., Pauling, J., Cavill, C., Shaddick, G. & McHugh, N., Oct 2013, In : Clinical Rheumatology. 32, 10, p. 1533-1539 7 p.

Research output: Contribution to journalArticle

Systemic Scleroderma
Mortality
Confidence Intervals
Survival
Cause of Death
8 Citations (Scopus)

Quantification of low voltage network reinforcement costs: A statistical approach

Zhang, Y., Li, F., Hu, Z. & Shaddick, G., May 2013, In : IEEE Transactions on Power Systems. 28, 2, p. 810-818 9 p., 6299007.

Research output: Contribution to journalArticle

Electric power distribution
Reinforcement
Electric potential
Costs
Networks (circuits)
71 Citations (Scopus)

Smoking and delay to diagnosis are associated with poorer functional outcome in psoriatic arthritis

Tillett, W., Jadon, D., Shaddick, G., Cavill, C., Korendowych, E., De Vries, C. S. & McHugh, N., Aug 2013, In : Annals of the Rheumatic Diseases. 72, 8, p. 1358-1361 3 p.

Research output: Contribution to journalArticle

Psoriatic Arthritis
Smoking
Health
Baths
Regression analysis
2014
22 Citations (Scopus)

A case study in preferential sampling: Long term monitoring of air pollution in the UK

Shaddick, G. & Zidek, J., Aug 2014, In : Spatial Statistics. 9, p. 51 - 65 15 p.

Research output: Contribution to journalArticle

Air Pollution
Air pollution
Network Monitoring
atmospheric pollution
Monitoring
61 Citations (Scopus)
35 Downloads (Pure)

Calcinosis in juvenile dermatomyositis is influenced by both anti-NXP2 autoantibody status and age at disease onset

Tansley, S. L., Betteridge, Z. E., Shaddick, G., Gunawardena, H., Arnold, K., Wedderburn, L. R., McHugh, N. J. & on behalf of the Juvenile Dermatomyositis Research Group, 1 Dec 2014, In : Rheumatology. 53, 12, p. 2204-2208 5 p.

Research output: Contribution to journalArticle

Open Access
Calcinosis
Age of Onset
Autoantibodies
Morbidity
Juvenile dermatomyositis
12 Citations (Scopus)
159 Downloads (Pure)

Feasibility, reliability, and sensitivity to change of four radiographic scoring methods in patients with psoriatic arthritis

Tillett, W., Jadon, D., Shaddick, G., Robinson, G., Sengupta, R., Korendowych, E., de Vries, C. S. & McHugh, N. J., Feb 2014, In : Arthritis Care and Research. 66, 2, p. 311-317 7 p.

Research output: Contribution to journalArticle

File
Psoriatic Arthritis
Research Design
Foot
Hand
11 Citations (Scopus)

Reducing estimation bias in adaptively changing monitoring networks with preferential site selection

Zidek, J. V., Shaddick, G. & Taylor, C. G., 30 Sep 2014, In : Annals of Applied Statistics. 8, 3, p. 1640-1670 31 p.

Research output: Contribution to journalArticle

Open Access
Site selection
Network Monitoring
Sampling
Monitoring
Statistics
2015
9 Citations (Scopus)

Clinical outcomes and progression to orthopedic surgery in juvenile- versus adult-onset ankylosing spondylitis

Jadon, D. R., Shaddick, G., Jobling, A., Ramanan, A. V. & Sengupta, R., May 2015, In : Arthritis Care and Research. 67, 5, p. 651-657 7 p.

Research output: Contribution to journalArticle

Ankylosing Spondylitis
Orthopedics
Hip
Arthroplasty
Odds Ratio
38 Citations (Scopus)

Development of Low Voltage Network Templates-Part I: Substation Clustering and Classification

Li, R., Gu, C., Li, F., Shaddick, G. & Dale, M., 1 Nov 2015, In : IEEE Transactions on Power Systems. 30, 6, p. 3036-3044 8 p., 6981990.

Research output: Contribution to journalArticle

Electric potential
Visibility
Logistics
Carbon
Monitoring
9 Citations (Scopus)

Development of low voltage network templates - Part II: peak load estimation by clusterwise regression

Li, R., Gu, C., Li, F., Shaddick, G. & Dale, M., 1 Nov 2015, In : IEEE Transactions on Power Systems. 30, 6, p. 3045-3052 8 p., 6981996.

Research output: Contribution to journalArticle

Electric potential
Carbon
Monitoring
26 Citations (Scopus)
250 Downloads (Pure)

Factors influencing work disability in psoriatic arthritis: first results from a large UK multicentre study

Tillett, W., Shaddick, G., Askari, A., Cooper, A., Creamer, P., Clunie, G., Helliwell, P. S., Kay, L., Korendowych, E., Lane, S., Packham, J., Shaban, R., Williamson, L. & McHugh, N., 1 Jan 2015, In : Rheumatology. 54, 1, p. 157-162

Research output: Contribution to journalArticle

File
Psoriatic Arthritis
Multicenter Studies
Demography