A flexible class of Bayesian spatio-temporal models for cluster detection, trend estimation and forecasting of disease risk

Project: Research

Project Details

StatusFinished
Effective start/end date1/11/1431/10/17

Funding

  • MRC (Medical Research Council): £19,733.48

Research Output

A Bayesian space-time model for clustering areal units based on their disease trends

Napier, G., Lee, D., Robertson, C. & Lawson, A., 31 Oct 2019, In : Biostatistics. 20, 4, p. 681-697 17 p.

Research output: Contribution to journalArticle

Open Access
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  • 12 Downloads (Pure)

    Spatio-temporal areal unit modeling in R with conditional autoregressive priors using the CARBayesST package

    Lee, D., Rushworth, A. & Napier, G., 20 Apr 2018, In : Journal of Statistical Software. 84, 9, p. 1-39 39 p.

    Research output: Contribution to journalArticle

    Open Access
    File
  • 23 Citations (Scopus)
    7 Downloads (Pure)

    A model to estimate the impact of changes in MMR vaccine uptake on inequalities in measles susceptibility in Scotland

    Napier, G., Lee, D., Robertson, C., Lawson, A. & Pollock, K. G., 31 Aug 2016, In : Statistical Methods in Medical Research. 25, 4, p. 1185-1200 16 p.

    Research output: Contribution to journalArticle

    Open Access
    File
  • 11 Citations (Scopus)
    137 Downloads (Pure)