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Additional resources for Set Theory: On the Structure of the Real Line
4 Pooling prior information There are several approaches for compiling information, ranging from objective to subjective: Psychological pooling is a subjective approach, where the analyst seeks consensus from the experts, although group dynamics need to be managed (O’Hagan et al. 2006; Plous 1993), with potential to escalate in electronic media (French 2011).
New York. Bernardo JM and Smith AFM 2000 Bayesian Theory. , New York. Bernardo JM, Bayarri MJ, Berger JO, Dawid AP, Heckerman D, Smith AFM and West M (eds) 2003 Bayesian Statistics 7. Oxford University Press, Oxford. Bernardo JM, Bayarri MJ, Berger JO, Dawid AP, Heckerman D, Smith AFM and West M (eds) 2007 Bayesian Statistics 8. Oxford University Press, Oxford. Bernardo JM, Bayarri MJ, Berger JO, Dawid AP, Heckerman D, Smith AFM, and West M (eds) 2011 Bayesian Statistics 9. Oxford University Press, Oxford.
4 Bayesian software There is now a range of software for Bayesian computation. In the following, we focus on books that describe general purpose software, with accompanying descriptions about Bayesian methods, models and application. These texts can therefore act as introductory (and often sophisticated) texts in their own right. We also acknowledge that there are other texts and papers, both hard copy and online, that describe software built for more specific applications. shtml, a free program whose aim is to ‘make practical MCMC methods available to applied statisticians’, comes with two manuals, one for WinBUGS (Spiegelhalter et al.