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A primer on disease mapping and ecological regression using $${\texttt{INLA}}$$

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Listed author(s):
  • Birgit Schrödle

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  • Leonhard Held
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    Abstract

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    File URL: http://hdl.handle.net/10.1007/s00180-010-0208-2
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    Article provided by Springer in its journal Computational Statistics.

    Volume (Year): 26 (2011)
    Issue (Month): 2 (June)
    Pages: 241-258

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    Handle: RePEc:spr:compst:v:26:y:2011:i:2:p:241-258
    DOI: 10.1007/s00180-010-0208-2
    Contact details of provider: Web page: http://www.springer.com

    Order Information: Web: http://www.springer.com/statistics/journal/180/PS2

    Keywords: Disease mapping; Ecological regression; INLA; Spatio-temporal models;

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    1. Håvard Rue & Sara Martino & Nicolas Chopin, 2009. "Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 71(2), pages 319-392.
    2. Finn Lindgren & Håvard Rue, 2008. "On the Second-Order Random Walk Model for Irregular Locations," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 35(4), pages 691-700.
    3. Carter, C.K. & Kohn, R., "undated". "Robust Bayesian nonparametric regression," Statistics Working Paper _004, Australian Graduate School of Management.
    4. Ludwig Fahrmeir & Stefan Lang, 2001. "Bayesian inference for generalized additive mixed models based on Markov random field priors," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 50(2), pages 201-220.
    5. Gneiting, Tilmann & Raftery, Adrian E., 2007. "Strictly Proper Scoring Rules, Prediction, and Estimation," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 359-378, March.
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    Cited by:

    1. Yi Liu & Gavin Shaddick & James V. Zidek, 0. "Incorporating High-Dimensional Exposure Modelling into Studies of Air Pollution and Health," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 0, pages 1-23.

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