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Quantifying the effect of area deprivation on child pedestrian casualties by using longitudinal mixed models to adjust for confounding, interference and spatial dependence

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  • Daniel J. Graham
  • Emma J. McCoy
  • David A. Stephens

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  • Daniel J. Graham & Emma J. McCoy & David A. Stephens, 2013. "Quantifying the effect of area deprivation on child pedestrian casualties by using longitudinal mixed models to adjust for confounding, interference and spatial dependence," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 176(4), pages 931-950, October.
    • Handle: RePEc:bla:jorssa:v:176:y:2013:i:4:p:931-950
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    File URL: http://hdl.handle.net/10.1111/j.1467-985X.2012.01071.x
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    References listed on IDEAS

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    1. Jones, Kelvyn & Gould, Myles I. & Duncan, Craig, 2000. "Death and deprivation: an exploratory analysis of deaths in the Health and Lifestyle survey," Social Science & Medicine, Elsevier, vol. 50(7-8), pages 1059-1079, April.
    2. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    3. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    4. Julian Besag & Jeremy York & Annie Mollié, 1991. "Bayesian image restoration, with two applications in spatial statistics," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 43(1), pages 1-20, March.
    5. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    6. Daniel J. Graham & Stephen Glaister, 2003. "Spatial Variation in Road Pedestrian Casualties: The Role of Urban Scale, Density and Land-use Mix," Urban Studies, Urban Studies Journal Limited, vol. 40(8), pages 1591-1607, July.
    7. Song, J.J. & Ghosh, M. & Miaou, S. & Mallick, B., 2006. "Bayesian multivariate spatial models for roadway traffic crash mapping," Journal of Multivariate Analysis, Elsevier, vol. 97(1), pages 246-273, January.
    8. William J. Browne & Fiona Steele & Mousa Golalizadeh & Martin J. Green, 2009. "The use of simple reparameterizations to improve the efficiency of Markov chain Monte Carlo estimation for multilevel models with applications to discrete time survival models," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 172(3), pages 579-598, June.
    9. Cooper, Helen, 2002. "Investigating socio-economic explanations for gender and ethnic inequalities in health," Social Science & Medicine, Elsevier, vol. 54(5), pages 693-706, March.
    10. Lorant, Vincent & Thomas, Isabelle & Deliège, Denise & Tonglet, René, 2001. "Deprivation and mortality: the implications of spatial autocorrelation for health resources allocation," Social Science & Medicine, Elsevier, vol. 53(12), pages 1711-1719, December.
    11. Rosenbaum, Paul R., 2007. "Interference Between Units in Randomized Experiments," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 191-200, March.
    12. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    13. Cowles, Mary Kathryn, 2004. "Review of WinBUGS 1.4," The American Statistician, American Statistical Association, vol. 58, pages 330-336, November.
    14. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    15. Gillian Lancaster & Mick Green, 2002. "Deprivation, ill‐health and the ecological fallacy," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(2), pages 263-278, June.
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    1. Philips, Ian & Anable, Jillian & Chatterton, Tim, 2022. "E-bikes and their capability to reduce car CO2 emissions," Transport Policy, Elsevier, vol. 116(C), pages 11-23.

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