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Review of Bayesian Regression Modelling with INLA by Xiaofeng Wang, Yu Ryan Yue, and Julian J. Faraway

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References

  • Rue H, Martino S, Chopin N. Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. Journal of the royal statistical society: Series b (statistical methodology). 2009 Apr 1;71(2):319-92.

  • Gelman, A., Stern, H.S., Carlin, J.B., Dunson, D.B., Vehtari, A. and Rubin, D.B., 2013. Bayesian Data Analysis. Chapman and Hall/CRC.

  • Lunn D, Jackson C, Best N, Spiegelhalter D, Thomas A. The BUGS book: A practical introduction to Bayesian analysis. Chapman and Hall/CRC; 2012 Oct 2.

  • Hoffman MD, Gelman A. The No-U-turn sampler: adaptively setting path lengths in Hamiltonian Monte Carlo. Journal of Machine Learning Research. 2014 Apr 1;15(1):1593-623.

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Authors and Affiliations

  1. Co-founder and CTO, Precision Analytics Inc, 118-5555 de Gaspe, Montreal, QC, H2T 2A3, Canada

    Kathryn Morrison

  2. Department of Epidemiology and Biostatistics, McGill University, 1020 Pine Ave W, Montreal, QC, H3A 1A2, Canada

    Kathryn Morrison

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  1. Kathryn Morrison
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Correspondence to Kathryn Morrison.

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Morrison, K. Review of Bayesian Regression Modelling with INLA by Xiaofeng Wang, Yu Ryan Yue, and Julian J. Faraway. JABES 24, 173–174 (2019). https://doi.org/10.1007/s13253-018-00339-x

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  • DOI: https://doi.org/10.1007/s13253-018-00339-x

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