Menu
 
Research menu
Jump to menu

Publications:  Prof Peter Congdon

Congdon P(2019). Spatial heterogeneity in Bayesian disease mapping. GeoJournal
10.1007/s10708-018-9920-1
https://qmro.qmul.ac.uk/handle/123456789/48663
Zhao JH, Luan J, Congdon P(2018). Bayesian linear mixed models with polygenic effects. Journal of Statistical Software vol. 85,
10.18637/jss.v085.i06
https://qmro.qmul.ac.uk/handle/123456789/41890
Congdon P(2017). Quantile regression for overdispersed count data: a hierarchical method. Journal of Statistical Distributions and Applications vol. 4, (1)
10.1186/s40488-017-0073-4
Congdon P(2017). Variations in Obesity Rates between US Counties: Impacts of Activity Access, Food Environments, and Settlement Patterns. Int J Environ Res Public Health vol. 14, (9) Article E1023,
10.3390/ijerph14091023
https://qmro.qmul.ac.uk/handle/123456789/35683
Jonker MF, D'Ippolito E, Eikemo TA et al.(2017). The effect of regional politics on regional life expectancy in Italy (1980-2010). Scand J Public Health vol. 45, (2) 121-131.
10.1177/1403494816686266
(2017). Representing spatial dependence and spatial discontinuity in ecological epidemiology: a scale mixture approach. Stochastic Environmental Research and Risk Assessment vol. 31, (2) 291-304.
10.1007/s00477-016-1292-9
https://qmro.qmul.ac.uk/handle/123456789/15282
Congdon P(2017). Lyle D. Broemeling. BAYESIAN METHODS FOR REPEATED MEASURES. Boca Raton: Chapman & Hall/CRC Press, 568 pages, ISBN 978-1-4822-4819-7. Biometrical Journal
10.1002/bimj.201700198
https://qmro.qmul.ac.uk/handle/123456789/31244
Congdon P(2016). Spatiotemporal Frameworks for Infectious Disease Diffusion and Epidemiology. Int J Environ Res Public Health vol. 13, (12)
10.3390/ijerph13121261
https://qmro.qmul.ac.uk/handle/123456789/18343
Congdon P(2016). Assessing Impacts on Unplanned Hospitalisations of Care Quality and Access Using a Structural Equation Method: With a Case Study of Diabetes. Int J Environ Res Public Health vol. 13, (9)
10.3390/ijerph13090870
https://qmro.qmul.ac.uk/handle/123456789/15302
Congdon P(2016). A local join counts methodology for spatial clustering in disease from relative risk models. Communications in Statistics: Theory and Methods vol. 45, (10) 3059-3075.
10.1080/03610926.2014.894071
https://qmro.qmul.ac.uk/handle/123456789/12475
Schofield P, Das-Munshi J, Mathur R et al.(2016). Does depression diagnosis and antidepressant prescribing vary by location? Analysis of ethnic density associations using a large primary-care dataset. Psychol Med vol. 46, (6) 1321-1329.
10.1017/S0033291715002913
https://qmro.qmul.ac.uk/handle/123456789/12354
(2016). Explaining variations in obesity and inactivity between US metropolitan areas. GeoJournal vol. 81, (2) 211-229.
10.1007/s10708-014-9614-2
https://qmro.qmul.ac.uk/handle/123456789/7459
Congdon P(2016). Area variations in multiple morbidity using a life table methodology. Health Serv Outcomes Res Methodol vol. 16, 58-74.
10.1007/s10742-015-0142-4
https://qmro.qmul.ac.uk/handle/123456789/12227
Congdon P(2015). Spatial variation in attributable risks. Spatial and Spatio-temporal Epidemiology vol. 12, Article C, 39-52.
10.1016/j.sste.2015.02.002
https://qmro.qmul.ac.uk/handle/123456789/9310
Congdon P(2014). Modelling changes in small area disability free life expectancy: trends in London wards between 2001 and 2011. Stat Med vol. 33, (29) 5138-5150.
10.1002/sim.6298
Andreon S, Congdon P(2014). The insignificant evolution of the richness-mass relation of galaxy clusters. ASTRONOMY & ASTROPHYSICS vol. 568, Article ARTN A23,
10.1051/0004-6361/201423616
Congdon P(2014). Applied Bayesian Modelling: Second Edition.
Congdon P(2014). Interpolation between spatial frameworks: an application of process convolution to estimating neighbourhood disease prevalence. Stat Methods Med Res vol. 23, (2) 169-182.
10.1177/0962280212447150
Congdon P(2014). Estimating Life Expectancy in Small Areas, with an Application to Recent Changes in Life Expectancy in US Counties. Mortality in an International Perspective, Editors: Anson, J, Luy, M, Springer Science & Business Media
(2014). Bayesian spatial statistical modeling. Handbook of Regional Science,
Congdon P(2014). Estimating life expectancies for US small areas: a regression framework. JOURNAL OF GEOGRAPHICAL SYSTEMS vol. 16, (1) 1-18.
10.1007/s10109-013-0177-4
Congdon P(2013). Spatially interpolated disease prevalence estimation using collateral indicators of morbidity and ecological risk. Int J Environ Res Public Health vol. 10, (10) 5011-5025.
10.3390/ijerph10105011
https://qmro.qmul.ac.uk/handle/123456789/15340
Jonker MF, Congdon PD, van Lenthe FJ et al.(2013). Small-area health comparisons using health-adjusted life expectancies: A Bayesian random-effects approach. HEALTH & PLACE vol. 23, 70-78.
10.1016/j.healthplace.2013.04.003
Congdon P(2013). Modelling small-area inequality in premature mortality using years of life lost rates. JOURNAL OF GEOGRAPHICAL SYSTEMS vol. 15, (2) 149-167.
10.1007/s10109-012-0167-y
(2013). Forecasting demand for regional health care. International Series in Operations Research and Management Science, vol. 206,
Jonker MF, van Lenthe FJ, Donkers B et al.(2013). The impact of nursing homes on small-area life expectancies. HEALTH & PLACE vol. 19, 25-32.
10.1016/j.healthplace.2012.09.012
Congdon P(2012). Assessing the impact of socioeconomic variables on small area variations in suicide outcomes in England. Int J Environ Res Public Health vol. 10, (1) 158-177.
10.3390/ijerph10010158
https://qmro.qmul.ac.uk/handle/123456789/24820
Congdon P(2012). Latent variable model for suicide risk in relation to social capital and socio-economic status. Soc Psychiatry Psychiatr Epidemiol vol. 47, (8) 1205-1219.
10.1007/s00127-011-0429-x
Jonker MF, van Lenthe FJ, CONGDON PD et al.(2012). Comparison of Bayesian Random-Effects and Traditional Life Expectancy Estimations in Small-Area Applications. American Journal of Epidemiology vol. 176, (10) 929-937.
10.1093/aje/kws152
Congdon P(2012). Spatial Health Factors with Selection Among Multiple Causes: Lung Cancer in US Counties. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS vol. 41, (11) 1933-1953.
10.1080/03610926.2010.551015
Congdon P(2011). The Spatial Pattern of Suicide in the US in Relation to Deprivation, Fragmentation and Rurality. URBAN STUD vol. 48, (10) 2101-2122.
10.1177/0042098010380961
Congdon P(2011). Spatial path models with multiple indicators and multiple causes: mental health in US counties. Spat Spatiotemporal Epidemiol vol. 2, (2) 103-116.
10.1016/j.sste.2011.03.003
CONGDON P(2011). A spatial random-effects model for interzone flows: commuting in Northern Ireland. Journal of Applied Statistics
10.1080/02664763.2011.580336
Congdon P(2011). Explaining the Spatial Pattern of Suicide and Self-Harm Rates: A Case Study of East and South East England. APPLIED SPATIAL ANALYSIS AND POLICY vol. 4, (1) 23-43.
10.1007/s12061-009-9038-4
Congdon P, Lloyd P(2011). Toxocara infection in the United States: the relevance of poverty, geography and demography as risk factors, and implications for estimating county prevalence. Int J Public Health vol. 56, (1) 15-24.
10.1007/s00038-010-0143-6
Congdon P(2011). Structural equation models for area health outcomes with model selection. J APPL STAT vol. 38, (4) 745-767.
10.1080/02664760903563692
Congdon P(2010). A multiple indicator, multiple cause method for representing social capital with an application to psychological distress. J GEOGR SYST vol. 12, (1) 1-23.
10.1007/s10109-009-0097-5
Congdon P(2010). A Multilevel Model for Comorbid Outcomes: Obesity and Diabetes in the US. INT J ENV RES PUB HE vol. 7, (2) 333-352.
10.3390/ijerph7020333
https://qmro.qmul.ac.uk/handle/123456789/14874
Congdon P(2010). A spatial structural equation model with an application to area health needs. J STAT COMPUT SIM vol. 80, (4) 401-412.
10.1080/00949650802676300
Congdon P(2010). Assessing Differential Area Mortality Trends via Bayesian Random Effects. COMMUN STAT-THEOR M vol. 39, (12) 2205-2230.
10.1080/03610920903009376
Congdon P(2010). Estimating Prevalence of Coronary Heart Disease for Small Areas Using Collateral Indicators of Morbidity. INT J ENV RES PUB HE vol. 7, (1) 164-177.
10.3390/ijerph7010164
https://qmro.qmul.ac.uk/handle/123456789/14875
CONGDON P(2010). Random-effects models for migration attractivity and retentivity: a Bayesian methodology. vol. 173, (4) 755-774.
Congdon P(2010). Random-effects models for migration attractivity and retentivity: a Bayesian methodology. J R STAT SOC A STAT vol. 173, 755-774.
10.1111/j.1467-985X.2009.00625.x
Congdon P(2009). Adaptive autoregressive priors for area and time structured mortality data. J STAT PLAN INFER vol. 139, (9) 2870-2884.
10.1016/j.jspi.2009.01.011
Congdon P(2009). Life Expectancies for Small Areas: A Bayesian Random Effects Methodology. INT STAT REV vol. 77, (2) 222-240.
10.1111/j.1751-5823.2009.00080.x
Congdon P(2009). Modelling the impact of socioeconomic structure on spatial health outcomes. COMPUT STAT DATA AN vol. 53, (8) 3047-3056.
10.1016/j.csda.2007.10.021
(2009). Spatial statistics: Methods, models & computation. Computational Statistics and Data Analysis vol. 53, (8) 2781-2785.
10.1016/j.csda.2008.11.001
Curtis S, Congdon P, Almog M et al.(2009). County variation in use of inpatient and ambulatory psychiatric care in New York State 1999-2001: Need and supply influences in a structural model. HEALTH PLACE vol. 15, (2) 568-577.
10.1016/j.healthplace.2008.09.009
Congdon P(2009). A multilevel model for cardiovascular disease prevalence in the US and its application to micro area prevalence estimates. Int J Health Geogr vol. 8,
10.1186/1476-072X-8-6
Washington S, Congdon P, Karlaftis MG et al.(2009). Bayesian Multinomial Logit Theory and Route Choice Example. TRANSP RES RECORD (2136) 28-36.
10.3141/2136-04
(2008). A spatially adaptive conditional autoregressive prior for area health data. Statistical Methodology vol. 5, (6) 552-563.
10.1016/j.stamet.2008.02.005
Congdon P(2008). The need for psychiatric care in England: a spatial factor methodology. J GEOGR SYST vol. 10, (3) 217-239.
10.1007/s10109-008-0064-6
Congdon P(2008). A spatial structural equation model for health outcomes. J STAT PLAN INFER vol. 138, (7) 2090-2105.
10.1016/j.jspi.2007.09.001
(2008). Neighbourhood perceptions among inner-city adolescents: Relationships with their individual characteristics and with independently assessed neighbourhood conditions. Journal of Environmental Psychology vol. 28, (2) 128-142.
10.1016/j.jenvp.2007.10.004
Congdon P(2008). A bivariate frailty model for events with a permanent survivor fraction and non-monotonic hazards; with an application to age at first maternity. COMPUT STAT DATA AN vol. 52, (9) 4346-4356.
10.1016/j.csda.2008.02.017
Congdon P(2008). Estimating CHD prevalence by small area: integrating information from health surveys and area mortality. Health Place vol. 14, (1) 59-75.
10.1016/j.healthplace.2007.04.003
(2008). Models for Migration Age Schedules: A Bayesian Perspective with an Application to Flows between Scotland and England. International Migration in Europe: Data, Models and Estimates,
CONGDON P(2008). Indirect area estimates of disease prevalence: Bayesian evidence synthesis with an application to CHD. Journal of Data Science vol. 6, (1) 15-32.
Congdon P, Almog M, Curtis S et al.(2007). A spatial structural equation modelling framework for health count responses. Stat Med vol. 26, (29) 5267-5284.
10.1002/sim.2921
(2007). Analysis of marginally specified semi-nonparametric models for clustered binary data. Statistica Neerlandica vol. 61, (3) 292-304.
10.1111/j.1467-9574.2007.00355.x
(2007). Bayesian statistical modelling: Second edition.
Congdon P(2007). A model for spatial variations in life expectancy; mortality in Chinese regions in 2000. INT J HEALTH GEOGR vol. 6, Article 16,
10.1186/1476-072X-6-16
https://qmro.qmul.ac.uk/handle/123456789/15345
(2007). Model weights for model choice and averaging. Statistical Methodology vol. 4, (2) 143-157.
10.1016/j.stamet.2006.05.002
Congdon P(2007). Mixtures of spatial and unstructured effects for spatially discontinuous health outcomes. COMPUT STAT DATA AN vol. 51, (6) 3197-3212.
10.1016/j.csda.2006.11.028
Congdon P(2007). Bayesian modelling strategies for spatially varying regression coefficients: A multivariate perspective for multiple outcomes. COMPUT STAT DATA AN vol. 51, (5) 2586-2601.
10.1016/j.csda.2006.01.004
Congdon P(2007). Gaussian Markov random fields: Theory and applications. J ROY STAT SOC A STA vol. 170, 858-858.
10.1111/j.1467-985X.2007.00485_8.x
Congdon P(2006). Estimating population prevalence of psychiatric conditions by small area with applications to analysing outcome and referral variations. HEALTH PLACE vol. 12, (4) 465-478.
10.1016/j.healthplace.2005.05.001
Congdon P(2006). Modelling multiple hospital outcomes: the impact of small area and primary care practice variation. Int J Health Geogr vol. 5,
10.1186/1476-072X-5-50
https://qmro.qmul.ac.uk/handle/123456789/14873
Fagg J, Curtis S, Stansfeld S et al.(2006). Psychological distress among adolescents, and its relationship to individual, family and area characteristics in East London. Soc Sci Med vol. 63, (3) 636-648.
10.1016/j.socscimed.2006.02.012
Congdon P(2006). A model for geographical variation in health and total life expectancy. DEMOGR RES vol. 14, 157-178.
10.4054/DemRes.2006.14.9
Congdon P(2006). A model framework for mortality and health data classified by age, area, and time. BIOMETRICS vol. 62, (1) 269-278.
10.1111/j.1541-0420.2005.00419.x
Congdon P(2006). Estimating diabetes prevalence by small area in England. J PUBLIC HEALTH vol. 28, (1) 71-81.
10.1093/pubmed/fdi068
Curtis S, Copeland A, Fagg J et al.(2006). The ecological relationship between deprivation, social isolation and rates of hospital admission for acute psychiatric care: a comparison of London and New York City. Health Place vol. 12, (1) 19-37.
10.1016/j.healthplace.2004.07.002
Congdon P(2006). Bayesian model comparison via parallel model output. J STAT COMPUT SIM vol. 76, (2) 149-165.
10.1080/00949650412331320864
Congdon P(2006). A model for non-parametric spatially varying regression effects. COMPUT STAT DATA AN vol. 50, (2) 422-445.
10.1016/j.csda.2004.08.008
Congdon P(2006). Bayesian model choice based on Monte Carlo estimates of posterior model probabilities. COMPUT STAT DATA AN vol. 50, (2) 346-357.
10.1016/j.csda.2004.08.001
CONGDON PD(2006). A spatio-remporal forecasting approach for health indicators. Journal of Data Science vol. 5,
CONGDON P(2006). Bayesian Statistical Modelling. Wiley (Chichester),
CONGDON PD(2006). Forecasting Regional Demand for Acute Health Care. Delay Management in Health Care Systems, Springer
(2006). Forecasting demand for regional healthcare. International Series in Operations Research and Management Science, vol. 91,
Congdon P, Clarke T(2005). Assessing intervention effects in a community-based trial to reduce self-harm: A methodological case study. PUBLIC HEALTH vol. 119, (11) 1011-1015.
10.1016/j.puhe.2005.01.017
Chapman J, Congdon P, Shaw S et al.(2005). The geographical distribution of specialists in public health in the United Kingdom: is capacity related to need?. Public Health vol. 119, (7) 639-646.
10.1016/j.puhe.2004.10.020
Congdon P(2005). Bayesian predictive model comparison via parallel sampling. COMPUT STAT DATA AN vol. 48, (4) 735-753.
10.1016/j.csda.2004.03.016
CONGDON P(2005). Bayesian Methods for Categorical Data. Wiley (Chichester),
CONGDON PD(2005). MCMC and Bayesian Methods. Encyclopedia of Statistics in the Behavioural Sciences, Wiley
Chapman J, Shaw S, Congdon P et al.(2005). Specialist public health capacity in England: working in the new primary care organizations. PUBLIC HEALTH vol. 119, (1) 22-31.
10.1016/j.puhe.2004.05.014
Congdon P, Southall H(2005). Trends in inequality in infant mortality in the North of England, 1921-1973, and their association with urban and social structure. J R STAT SOC A STAT vol. 168, 679-700.
10.1111/j.1467-985X.2005.00370.x
Congdon P, Southall H(2004). Small area variations in infant mortality in England and Wales in the inter-war period and their link with socio-economic factors. HEALTH PLACE vol. 10, (4) 363-382.
10.1016/j.healthplace.2003.05.001
Congdon P(2004). Commentary: Contextual effects: index construction and technique. INT J EPIDEMIOL vol. 33, (4) 741-742.
10.1093/ije/dyh173
Congdon P(2004). A multivariate model for spatio-temporal health outcomes with an application to suicide mortality. GEOGR ANAL vol. 36, (3) 234-258.
10.1353/geo.2004.0008
Almog M, Curtis S, Copeland A et al.(2004). Geographical variation in acute psychiatric admissions within New York City 1990-2000: growing inequalities in service use?. SOC SCI MED vol. 59, (2) 361-376.
10.1016/j.socscimed.2003.10.019
Congdon P(2004). Modelling trends and inequality in small area mortality. J APPL STAT vol. 31, (6) 603-622.
10.1080/1478881042000214695
Curtis S, Southall H, Congdon P et al.(2004). Area effects on health variation over the life-course: analysis of the longitudinal study sample in England using new data on area of residence in childhood. Soc Sci Med vol. 58, (1) 57-74.
10.1016/S0277-9536(03)00149-7
CONGDON PD(2004). Contextual Effects: index construction and technique. International Journal of Epidemiology. vol. 33, 741-742.
Curtis S, Stansfeld S, CONGDON PD et al.(2004). Neighbourhood influences on adolesecent health in East London. Featuring the Quality of Urban Life in Contemporary Cities of Eastern and Western Europe, Editors: Sagan, I, Czepczinski, ME, Bogucki Wydawnictwo Naukowe (Gdansk-Poznan),
CONGDON P(2003). Applied Bayesian models. J. Wiley (Chichester),
CONGDON PD(2003). Modelling Spatially Varying Impacts of Socio Economic Predictors on Mortality Outcomes. Journal of Geographical Systems. vol. 5, 161-184.
10.1007/s10109-003-0099-7
Congdon P(2002). A model for mental health needs and resourcing in small geographic areas: A multivariate spatial perspective. GEOGR ANAL vol. 34, (2) 168-186.
10.1111/j.1538-4632.2002.tb01083.x
CONGDON PD(2002). A life table approach to small area health need profiling. Statistical Modelling. vol. 2, 63-88.
10.1191/1471082x02st026oa
Congdon P(2001). The development of gravity models for hospital patient flows under system change: a Bayesian modelling approach. Health Care Manag Sci vol. 4, (4) 289-304.
10.1023/A:1011894312001
Congdon P(2001). Health status and healthy life measures for population health need assessment: modelling variability and uncertainty. HEALTH PLACE vol. 7, (1) 13-25.
10.1016/S1353-8292(00)00034-4
Congdon P(2001). Predicting adverse infant health outcomes using routine screening variables: modelling the impact of interdependent risk factors. JOURNAL OF APPLIED STATISTICS vol. 28, (2) 183-197.
10.1080/02664760020016091
CONGDON PD, Jones IR, Gregory IN et al.(2001). Quantifying and explaining changes in geographical inequality of infant mortality in England and Wales since the 1890s. International Journal of Population Geography vol. 7, (1) 35-51.
10.1002/ijpg.203
CONGDON P(2001). Bayesian Statistical Modelling. Wiley (Chichester),
Return to top